Calculator You can use the calculator for any math problem you want to solve, like calculating the tip at a r sqm, sqmm, square centimeter, square feet, square. Floor plans can be easily modified by our in-house. There are 0. 14159 = 113. 763867316305 sq. Conversions are performed by using a conversion factor. For example if your square is 300 square feet and the planimeter measures it as 1. 5 square feet per person. The area of the driveway is 1,080 square feet (60-feet x 18-feet). 1 Foot is equal to 0. 23 ft, or any other shape whose area formula and t. This is only 15 percent larger than the hundreds of thousands of standardized flats built in tower blocks before 1990 by the East German government (700 square feet or 65 square meters). The equation would look like this: 99. A square foot is a unit of area. What is 748. ) · The diagonals of a square (quadrangle) are equal. 09290304 square meters. Meetings Magnified. 534 square feet: $252. The area of the dining room is 15 × 10 or 150 square feet. In some cases, the price per square meter is only an estimate of the actual cost of a service or product. 047 square inches (in2, sq in) 750 ha = 8969925. 073 × 10 4 square feet. 9328 square feet. Example 3: Find the volume of a cube for the given side length 12. 5 meter? Solution: Given that: Side a = 12. A square is the easiest shape for calculating area based on perimeter, between each of its sides is 1/4 the length of the perimeter. How is it possible to have two values for the same conversion? To gain an understanding of how this is possible, and why it is allowed to continue, it is necessary to take a brief look at the history of the metric system within the United States. For example, you can select a 1000 or 2000 square foot room size, or a room type, like 'large basement', 'small office' or '2 bedrooms'. Look through our house plans with 750 to 850 square feet to find the size that will work best for you. Also find here related product comparison. To get the right number you will need to do some measuring and a little geometry. Some stores do carry a 4' x 8' sheet of backerboard, which will save you in time and effort. It is 144 square inches, 1/9 th of a square yard, or approximately 0. 9375 square feet. Calculated as; = 100 x 100 = 10,000 square meters. Floor plans can be easily modified by our in-house designers. For example if your square is 300 square feet and the planimeter measures it as 1. The architect and the clients agreed on a simple and welcoming design with roof eaves that extend 1. Don’t worry about excluding windows and doors, they’ll get trimmed later. 70 Square Meters / ≈ 750 Square Foot. It is the size of a square that is one foot on a side. A square meter, or square metre, is a unit of area. Changing square feet to square meters requires use of basic conversion where one square meter equals 10. 1 kW AC system is a 4. feet minimalist single floor house - Kerala home design and floor plans Kerala home design and floor plans. This can be useful for deciding how much paint to buy to cover a circular ceiling or. Convert 5865 Feet to Millimeters (5865 ft to mm) with our Length converter. 764 square feet 1 square kilometer = 247. 09290304 or divide by 10. To convert any value in square meters to square feet, just multiply the value in square meters by the conversion factor 10. 23 ft, or any other shape whose area formula and t. 9328 square feet. In this article, we are going to explain how to calculate square footage and understand the square footage formula. 092903412 square meter. The radius is 6 feet. Salam,Malppuram. Current use: Being the SI unit of length, the meter is used worldwide in many applications such as measuring distance, height, length, width, etc. That means, for an area of 500 square feet, you will need to purchase and lay 1. Accessory Buildings 151 to 600 square feet -----$ 30. He measures each edge of each base to be 2 feet. Since it's a rectangle, it's probably more like 24 feet by 72 feet. Put those together, and your total order is 1,140 feet of rebar. You can use this handy cost per square meter calculator to make sure you always have the information you need exactly when you need it, all with a couple clicks of your mouse. 991 square meters. 06- "hOMe" FULL TOUR - Duration: 28:03. How to convert lux to watts. Thus the volume of soil needed is. Estimate the cost to build a home, a garage, a kitchen addition, deck, or basement. To determine the total area of paving all we have left to do is add the areas together with one exception, the islands in the middle of the parking area. For an example, we have an area of 303,000 square meters. 62992 Feet (ft) Meters : The meter (symbol m) is the fundamental unit of length in the International System of Units (SI). A square measurement is the two-dimensional derivative of a linear measure, so a square foot is defined as the area of a square with sides 1 ft in length. 76391041671. Its plural is square feet, and abbreviated as ft² or sq ft. meters in a sq. 33 500 153 57 14 29. Convert Area from Kanal to Square Meter or to different units such as Acre, Bigha, Gunta, Square Kilometer, Square Feet, Square Hectometer, Rood, Homestead, Kottah, Tatami(Japan), Aankadam, Biswa, Square Mile, Yard, Ping, Township and to more than 150 different Metric, English, Imperial and Indian Area measurement units. Porcelain tile generally comes in at a comparable $5-$6 per square foot. 0 m), then the area is 120 square feet (11 m 2). Therefore, if you have a 600 square foot garage roof you actually need 6 squares. Linear Feet measures length. Multiply the length and height of one wall. Put those together, and your total order is 1,140 feet of rebar. For ceilings above 8 feet - increase wattage by 25% for every additional 2 feet in height; Use a minimum of 1000 watts in a bathroom. What dimensions should he use?. To size your mini split air conditioner, the most important thing you need to know is the square footage of the room you're looking to cool and/or heat. 677 Square Feet Single Floor Contemporary Home Design This “677 Square Feet Single Floor Contemporary Home Design” is designed to be built in an estimation of 8 Lac’s. You can calculate the area in square feet, in square inches, square yards, square centimetres, square millimetres and square meters. After one second, you're falling 9. 750 ft2 = 69. The diameter of a wet well is 10 feet. 5 square feet in a square yard and a half. Square and Linear measurements are 2 different things, so how can you convert one to the other? Square Feet measures area. Square Meter : The square meter (also spelling square metre, symbol m²) is the SI derived unit of area. Contact the company providing the service or product to determine if the price per square meter is a set price for all clients and situations. If we’re being driven by cross-country data, I’d say a “small apartment” is somewhere between the average of the lower limit—around 250 square feet—and the upper limit—about 850 square feet. A foot is equal to 0. Looking to build a tiny house under 500 square feet? Our 400 to 500 square foot house plans offer elegant style in a small package. For an example, we have an area of 303,000 square meters. 67 per square foot is our starting price. A square is the easiest shape for calculating area based on perimeter, between each of its sides is 1/4 the length of the perimeter. A, Ernakulam, Kerala. Conversion of Feet Vs. 76391042 square feet in a square meter. 1 square foot is equivalent to 144 square inches (Sq In), 1/9 square yards (Sq Yd) or 0. read more →. Proposed for Mr. 5 sq mi = (5 × 27,878,399. 62 cubic yards). It is the size of a square that is one foot on a side. 20833333 ft 2 Conversion Table For quick reference purposes, below is a conversion table that you can use to convert from in 2 to ft 2. Calculate volumes for concrete slabs, walls, footers, columns, steps, curbs and gutters. 76 square feet. For labor, $3 times 250 square feet equals $750. 0 Responses | 1663 Views What's is the construction cost per square feet in Mandangad, if I have to construct 1000 Sq. Multiply these two figures. 7639, since 1 m² is 10. In metric terms a square foot is a square with sides 0. Instantly Convert Pounds Per Acre (lbm/ac) to Pounds Per Thousand Square Feet (lbm/MSF) and Many More Area Density Conversions Online. 09290304 square meters. Before using the calculation charts to determine how much mulch, sod grass, or how many plants you might need to fill a given area you will need to measure and determine the total square footage of the area to be covered or planted. Our affordable house plans are floor plans under 1300 square feet regardless of style. 750 Square Feet 2 Bedroom Budget Home Design for 12 Lacks at 4 Cent Plot Area. Small Manufactured Home, Mobile Home and Modular Home Floor Plans If you’re in the market for a small mobile home, Jacobsen Homes has several two bedroom, and three bedroom floor plans to choose from. 98192 sq ft Square miles and square feet are both units used to measure area. Cent to square feet conversion calculator is an online area conversion tool to calculate the equivalent area from Cent to Square Feet or from Square Feet to Cent and it is useful when measuring an area of land. 092903 square-meters, while 1 Square Meters (m2, sq m) = 1. Find an answer to your question The area of the right triangle shown is 24 square feet. 750 metres is a linear distance, so it cannot be expressed as square feet (a measurement of area). A square meter is sometimes also referred to as a square m. read more →. The kitchen and storage area should be 1120 square feet. Many other converters available for free. We know that one square meter is approximately 10. Cubic feet to Square meter Calculator. Remember to subtract any square footage that tables cannot occupy, like a dance floor, bar, server station, etc. 1 Square Foot = 0. Convert 750 Acres to Square Feet. ' Read it or download it for free. Square Meter : The square meter (also spelling square metre, symbol m²) is the SI derived unit of area. This calculator allows you to calculate how many tiles you need to cover a simple rectangular area. All information furnished is from sources deemed reliable, however is submitted subject to errors, omissions, change of rental or other conditions, prior to lease, or withdrawal without notice. It is the size of a square that is one meter on a side. 3048 meter in a foot. How it Works Stone and Mulch Calculators. Enter the number of units in cents and you get the result in square feet. 4 square meters by 10. Then click the Convert Me button. com square feet to acres conversion tool:. 14 kW DC system made up of 12 345-watt panels, where each panel is about 17. room is 20 × 20 or 400 square feet. 1 square foot is equal to 0. 2808 feet = 1. Calculator Use. 74 meters • Fuel Capacity: 228 gallons: 863 liters • Empty Weight: 4,900 pounds: 2,223 kilograms • Typical Operating Weight: 10,500 pounds: 4,763 kilograms • Hopper Capacity (Dry). SOLUTION: a rectangular parking lot has a length of 5 yards greater than the width. Feet to meters converter. I am currently painting my home, and am curious what the price I should expect to pay per square foot. Canada’s most populous city, Toronto, where luxury properties sell for an average of just under US$700 per square foot, ranked as the second “hottest” market for luxury property worldwide in this. No need to add 10% here. 76 square feet. 110 m2 (1184 square feet) is described as a spacious 4 bedroom home. 09290304 or divide by 10. 646,000 square feet) of net rentable office area, and approximately 3,000 square meters (approx. Instantly Convert Pounds Per Acre (lbm/ac) to Pounds Per Thousand Square Feet (lbm/MSF) and Many More Area Density Conversions Online. This one is a two-bedroom, two-bathroom with one car garage home with about 750 square feet of interior space plus 225 square feet of garage space. 996383) = 139,391,999. Reference Data To Convert From To Multiply By Angle degree radian (rad) 1. 750 Acres is equivalent to 32670000 Square Feet. To calculate 750 Acres to the corresponding value in Square Feet, multiply the quantity in Acres by 43560 (conversion factor). 2: Enter the value you want to convert (kilonewton per square meter). If one atmosphere equals about 14. This ct to ft² calculator lets you convert from any unit to any unit by selecting the appropriate units in the drop-down list. The architect and the clients agreed on a simple and welcoming design with roof eaves that extend 1. It is the size of a square that is one meter on a side. a rectangular building lot has a width of 75. 3 inches is 3 / 36 = 0. For example if your square is 300 square feet and the planimeter measures it as 1. Converting square feet to cubic feet is easy, as long as you know the depth or height of the final object. 780 square feet, 2 bedrooms, 1 batrooms, on 1 levels, Floor Plan Number 1 780 sf --but I'd configure the living/kitchen area a bit differently. All you need to know is the square foot of the room. This is the radius. Where do these numbers come from? We've read the internal floor area from floorplans for over 18,000 properties for sale in London*. 1 to determine the required flow (look under the column heading Type VB). 093 square meters. Certified Refurbished: $74. Your email address will not be published. Nation averages are $80 to $100 per square for asphalt shingles, by far the most common choice for garages. Algebra -> Equations -> SOLUTION: a rectangular parking lot has a length of 5 yards greater than the width. Square Centimeters to Square Inches Conversion Calculator, Conversion Table and How to Convert. Enter dimensions in US units (inches or feet) or metric units (centimeters or meters) of your concrete structure to get the cubic yards value of the amount of concrete you will need to make this structure. Convert Cent to Square Feet. The square meter, or square metre, is the SI derived unit for area in the metric system. It is the size of a square that is one foot on a side. Design provided by Covo Architectural Studio, Malappuram, Kerala. 0393701 inch (in). ' Read it or download it for free. The square foot is primarily used in the U. 50 per square foot for the Laminate multiplied by 250 square feet, which equals $375. Guntha, also known as Gunta, is a measure of area used to measure the size of a land. Add in the removal and haul away for the carpeting and the total labor cost is $900. 196 square yards 1 square meter = 10. Square Centimeters to Square Inches Conversion Calculator, Conversion Table and How to Convert. 3 cubic feet. Multiply those measurements together to find the size of the space in square feet or meters. The square root of pi (π) is 1. 1 square foot is equal to 0. It is defined as the area of a square with sides of 1 foot. 750 square feet is 750 / 9 = 83. For example, if you're working with a room that is 12 feet (3. 534 square feet: $252. Your 1,000 square feet divided by 15 square feet will give you about 67 sheets to finish the job. They are small enough to give millennial homeowners some satisfaction in participating in the minimalist aesthetic, yet large enough that they can sustain brand. One of the tough questions a business always faces is that of how much inventory is needed. 76391041671 is equal to 8. 093 square meters. Applications. Architect's Dream House: Less Than 200 Square Feet Macy Miller, an architect from Idaho, built her tiny home from scratch for just $11,000. It is the size of a square that is one foot on a side. 9328 square feet. As an empty nester, I dream of having only two glorious bedrooms – a master and guest room that are equal in size, and two-and-a-half bathrooms. Look through our house plans with 750 to 850 square feet to find the size that will work best for you. 1 Guntha is equal to 121 square yards or 101. The total area of your office space must be at least 62 m². The Avaya B100 Expansion Microphones increase the range of your Avaya B100 series conference phone from 30 square meters to up to 70 square meters (750 sq. So you will soon go towards a 100 square meters. 5m Volume of a 3D object is mostly the base area times the height. 5865 Feet equals how many Millimeters. This house plan is ideally suited for a vacation home, young couple’s home or as a writer’s or artist’s studio. Gas stove top ranges and gas clothes dryers will each use 3-5 gallons/month, depending on how often you use them. There are 0. Converting cubic feet to liters would fall into this category. And not just for one person, but for a whole family. To convert any value in square feet to square meters, just multiply the value in square feet by the conversion factor. The equation would look like this: 99. The area of the driveway is 1,080 square feet (60-feet x 18-feet). Thus, a square footage. For labor, $3 times 250 square feet equals $750. Language Metric Conversion > Metric Converter > Area Converter > Square Meters Conversion > Square Meters to Square Inches. Lorenzo built a rectangular brick patio. Gary drew a rectangle with a perimeter of 20 inches. A square foot is a unit of area. If you can convert this question into a form that makes sense, try visiting an online conversion. Total is the square footage required. For example, a 750-square-foot restaurant with 50 seats would require a 150-square-foot cocktail lounge with 15 seats, and a 10-foot bar with a work area of 120 square feet. Buy Prime Q275 175mm Square Alloy Steel Billet, Find Details include Size,Weight,Model and Width about Prime Q275 175mm Square Alloy Steel Billet. they are out of my scope of knowledge 1. , UK, HK, Canada, Pakistan, India and Afghanistan. be creativo Subscribe today and give the gift of knowledge to yourself or a friend 3 One Bedroom Apartments Under 750 Square Feet (70 Square Metres) [Include. Convert 748. Example: 40 ’ x 15 ’ = 600 sq. 84 meters • Wing Span: 47 feet 6 inches: 14. So for our example: 3 inches divided by 12 equals a 0. Therefore you should apply a rule of three. The top floor houses two additional bedrooms. The sum of the two rooms is 400 + 150 or 550 square feet of carpeting. 37 inches 1 kilometer = 0. How to convert 750 square feet to square meters To convert 750 ft² to square meters you have to multiply 750 x 0. This will give the result as 10,000 square meters. Convert back from square meter cost to square foot cost by multiplying the square meter cost by 0. Easily convert Cent (ct) to Square Meter (m²) using this free online unit conversion calculator. 333 Radius = 170 inches or 14. Instantly Convert Kilograms Per Square Meter (kg/m 2 ) to Pounds Per Square Foot (lbm/sq ft) and Many More Area Density Conversions Online. 20 Feet on the east side x 217. and 2 floor 5 rooms for hostel 1000 sq. For example, to find out how many square feet in a square yard and a half, multiply 1. 7639 and the result is 25. 000001 square kilometers and is equal to 0. The area of a residential property and things included on that property is often given in square feet. Convert Cent to Square Feet. "It all started. Lux to lumens calculator. 1 millimeter (mm) = 0. Thus, if 1 cubic meter equals 35. Rs 750/ Square Feet Get Latest Price Brand : Tushar Enterprise To meet the diversified requirements of our prestigious clients, we are engaged in manufacturing, supplying and trading Sliding Gate. feet) is a common length unit used in Imperial system and the current US customary unit system. Multiply these two figures. A more general equation that you can use for your own projects beyond this example is: square footage divided by 12, and then that quotient divided by 27. Therefore, one Gajam is equal to nine Square Feet (sq ft) in Survey System. This home plan designed to be built in 1022 square feet(95 Square Meters). 85642 square meters. How to convert 35 square meters to square feet To convert 35 m² to square feet you have to multiply 35 x 10. Whilst every effort has been made in building this square meters and cents converter, we are not to be held liable for any special, incidental, indirect or consequential damages or monetary losses of any kind arising out of or in connection with the use of the converter tools and information derived from the web site. It is defined as the area of 1 chain (66 feet) by 1 furlong (660 feet), which is exactly equal to 1/640 of a square mile, 43,560 square feet, or exactly 4046. The fair has come up with four price bands, beginning with a smaller fee for stands measuring 20 square meters or 215 square feet (which will cost in total around $8,300), and increasing that fee. Convert 750 square centimeters to square inches, feet, miles, meters, kilometers, hectares, and other units Amount From Acres Hectares Square Centimeters Square Feet Square Inches Square Kilometers Square Meters Square Miles Square Yards. square meters is for 2d figures, like squares, circles, triangles it is used to find area cubic meters are used for 3d figures, like cubes and prismsthey are used to find volume. Our free online conversion calculators can convert almost anything into – well – anything! If you want to convert centimeters to feet or feet to centimeters or convert binary to decimal or decimal to binary or hex to decimal or decimal to hex then we have a conversion calculator to do just that. You can include feet and inches. Diferent flow rate units conversion from cubic meter per hour to cubic feet per minute. The 3rd bedroom is an optional add-on that is on the first floor level. This BTU Calculator will determine what hearth product size is required with only a few steps and information such as square footage (sq ft). Easily convert feet to meters, with formula, conversion chart, auto conversion to common lengths, more. Casa Lampa / abarca+palma. A house that has 2,500 square feet is 232. Three gallon cans of paint cover up to 1200 square feet. Brief summary information is provided below such as square footage, number of bedrooms and bathrooms, number of stories, and so on. The building will house 40 micro-apartment suites, each about 350-square feet in size. 76391041671 is equal to 8073 square feet. Do not use calculations for anything where loss of life, money, property, etc could result from inaccurate conversions. feet -----$ 10. Also, if many smaller pieces of drywall are pieced together to cover an area, more seams will mean more joint compound must be applied. 09290304 square metres. It is the size of a square that is one foot on a side. The hotel's 25,833 square feet (2,400 square meters) of meeting and event spaces, including the 8,073 square-foot (750-square meter) pillar-less Regency Ballroom and seven function rooms, cater to. What is 741. 0001 × 54 = 0. customary measurement systems. a rectangular building lot has a width of 75. 76391041671 is equal to 8. The area conversion calculator can be used in any order, simply type in the information you know, set the units you're looking to convert to and get the results in no time. Calculate cubic yards volume for landscape material, mulch, land fill, gravel, cement or containers. It is the size of a square that is one meter on a side. What is 741. In a perfect universe, our 1,080 square foot driveway will need exactly 16. Feet to mm How to convert millimeters to feet. 092903 m² So, if you want to calculate how many square meters are 650 square feet you can use this simple rule. For example, to find out how many square meters in 1500 square feet, multiply 1500 by 0. ft to square meter. com square feet to acres conversion tool:. Convert area units. The origin of the term and measurement unit was during the Pala Empire. For one ton of flagstone: ½” thick will cover about 300 square feet. 0 m), then the area is 120 square feet (11 m 2). Now you have to determine how much of that square footage is paintable surface area. Meter Board Panel - Buy Meter Panel Board at best price of Rs 750 /square feet from Rama Krishna Solutions India. read more →. Square Metres (sq mt) to Guntha (gunta) | Unit Conversion Change Your Conversion Aanakadam Square Feet Square Metres Square Yards Acres Biswa I Biswa II Bigha I Bigha II Hectares Kottah Kanal Marla Grounds Cents Perch Rood Guntha Chataks Ares Aanakadam Square Feet Square Metres Square Yards Acres Biswa I Biswa II Bigha I Bigha II Hectares. Each Apartment has a luxurious Queen or King size bed with Casa Rovea linens, 2 LED TV (40'' and 55''), a bathroom with an expansive bathtub. A simple online calculator to convert Guntha to Square Metres. Illuminance is typically expressed in lux (lumens per square meter) or foot-candles (lumens per square foot). Let’s figure materials first. feet -----$ 10. Decide how thick you want your mulch to be (2” is average). 33 square yards. Multiply the result by pi (use the button on the calculator) or 3. If you want to calculate cubic meters by converting them from another measurement, here's how to do it: Calculate cubic meters from cubic feet. 290304 x 10-2 inch2 square meter (m2) 6. In order to. Cost per ft 2 of 100 square feet, by cost; What's the cost per square foot of 100 square feet? This could be used for anything, like an apartment, condo, land, house, or other real estate. It depends on the shape of the home. Foot-Candles to Lumens/Square Meter Converter. 750 metres is a linear distance, so it cannot be expressed as square feet (a measurement of area).


Part 1 and Part 2 were not so different. Just finding the difference between terms in an array and counting the number that are increasing.
For part 1 it was the difference between the successive items, for part 2 it was the difference successive sums of a three term window.
The slight optimisation as that for successive three term windows, the sum of the last two terms in the first window is equal to the some of the first two terms in the second window. So you only need to check if the difference between the nth term and the (n+3)rd term is increasing.
My solution in swift can be seen here.


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2 edition of general polynomial model for nonlinear factor analysis. found in the catalog.
general polynomial model for nonlinear factor analysis.
Written in English
|The Physical Object|
|Number of Pages||164|
Regression Analysis | Chapter 12 | Polynomial Regression Models | Shalabh, IIT Kanpur 2 The interpretation of parameter 0 is 0 E()y when x 0 and it can be included in the model provided the range of data includes x 0. If x 0 is not included, then 0 has no interpretation. An example of the quadratic model is like as follows: The polynomial models can be used to approximate a complex nonlinear File Size: KB. nonlinear feature relations. In this work, we propose a new framework for manifold learning based on the use of a se-quence of Principal Polynomials that capture the eventually nonlinear nature of the data. The proposed Principal Poly-nomial Analysis (PPA) is shown to generalize PCA. Unlike recently proposed nonlinear methods (e.g. spectral/kernel.
We now describe additional capabilities for polynomial regression provided by the Real Statistics Resource Pack. Real Statistics Data Analysis Tool: This type of regression can be performed by the Polynomial Regression data analysis tool as described below.. Example 1: Use the Polynomial Regression data analysis tool to create a quadratic regression model for the data in region A1:B31 of . Spline regression. Polynomial regression only captures a certain amount of curvature in a nonlinear relationship. An alternative, and often superior, approach to modeling nonlinear relationships is to use splines (P. Bruce and Bruce ).. Splines provide a way to 5/5(4).
Edward F. Vonesh's Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS is devoted to the analysis of correlated response data using SAS, with special emphasis on applications that require the use of generalized linear models or generalized nonlinear models. Written in a clear, easy-to-understand manner, it provides applied statisticians with the Author: Edward F. Vonesh. This study presents an improved model and controller for nonlinear plants using polynomial fuzzy model-based (FMB) systems. To minimize mismatch between the polynomial fuzzy model and nonlinear plant, the suitable parameters of membership functions are determined in a systematic way. Defining an appropriate fitness function and utilizing Taylor series expansion, a genetic algorithm (GA) is Cited by: 2.
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The literature on nonlinear factor analysis has been limited. The pioneering work was developed by McDonald (). In this paper, McDonald introduced the basic notions of nonlinear factor analysis.
He discussed a model which is nonlinear in factors but linear in the coefficients, e.g., a model where observed variables are polynomials in by: 2. The basic concepts of nonlinear factor analysis are introduced and some extensions of the general theory are developed.
An elementary account of the class of multiple-factor polynomial models is presented, using more elementary algebraic methods than have been employed in earlier accounts of this theory.
Working formulas are developed for the multiple-factor polynomial model Cited by: Then, a statistical formulation of general nonlinear structural equation analysis is introduced, and a general model fitting procedure applicable under weak assumptions on latent variable distributions is developed.
An example with a nonpolynomial nonlinear structural model Cited by: 6. In statistics, polynomial regression is a form of regression analysis in which the relationship between the independent variable x and the dependent variable y is modelled as an nth degree polynomial in mial regression fits a nonlinear relationship between the value of x and the corresponding conditional mean of y, denoted E(y |x).Although polynomial regression fits a nonlinear model.
Nonlinear Multi-factor model by inverting Cov(H k (X i)) We obtain: Y = 1 (X 1) + + n (X n) + Improve Information Ratio with LOWESS Regression Relation between Multi-Factor and Polymodels DOUADY - NONLINEAR FACTOR ANALYSIS BY POLYMODELS 17File Size: 1MB.
A taxonomy of nonlinear factor analysis Nonlinear factor analysis model Zi = G(fi) + ǫi • Nonlinear in the factors, but linear in the parameters: G(fi) = Λg(fi) where g(fi) is r dimensional e.g.
Gj(fi) = λ1 + λ2fi + λ3fi2 + λ4fi3 • Nonlinear in the factors and nonlinear in the parameters:File Size: KB. The complexity is typically polynomial w.r.t. the number of factors which means that data with intrinsic dimensionality of the order of ten can be handled.
It should be noted, however, that if the data is clustered, the corresponding mapping f would be very highly nonlinear and difficult to learn. The main purpose of this article is to develop a Bayesian approach for a general multigroup nonlinear factor analysis model.
Joint Bayesian estimates of the factor scores and the structural. In particular, for a general parametric nonlinear factor analysis model, the errors- in-variables parameterization is suggested as a sensible way to formulate the model, and two procedures for model fitting are introduced and described.
Tests for the goodness-of-fit of the model are also proposed. In the Scheffé polynomial model, known as canonical polynomial, terms such as the constant α 0, the pure quadratic x i 2, and the pure cubic x i 3 are therefore omitted.
Expressed in canonical form, the polynomials are characterized by a relatively simple form and are therefore easy to use for predicting the response over the factor space. After that, many nonlinear factor analysis methods are developed.
Jochum C.  described a combined linear and nonlinear factor analysis program package for chemical data evaluation. Etezadiamoli J.  studied a 2nd generation nonlinear factor analysis. Zhu H.  presented a Bayesian analysis of a general nonlinear factor analysis by: 1.
In particular, for a general parametric nonlinear factor analysis model, the errors- in-variables parameterization is suggested as a sensible way to formulate the model, and two procedures for.
Learning algorithms Up: Nonlinear state-space models Previous: Multilayer perceptrons Contents Nonlinear factor analysis The NSSM implementation in  uses MLP networks to model the two nonlinear mappings in Equation ().The learning procedure for the mappings is essentially the same as in the simpler NFA model , so it is presented NFA model is also used in some of the experiments.
The general linear model or multivariate regression model is a statistical linear may be written as = +, where Y is a matrix with series of multivariate measurements (each column being a set of measurements on one of the dependent variables), X is a matrix of observations on independent variables that might be a design matrix (each column being a set of observations on one of the.
Analysis and Control of Polynomial Dynamic Models with Biological Applications synthesizes three mathematical background areas (graphs, matrices and optimization) to solve problems in the biological sciences (in particular, dynamic analysis and controller design of QP and polynomial systems arising from predator-prey and biochemical models).The book puts a significant emphasis on applications.
Here, a general parametric nonlinear factor analysis model is introduced. The identification problem for the model is discussed, and the errors-invariables parametrization is proposed as a solution.
Two general procedures for fitting the model are : Yasuo Amemiya, Ilker Yalcin. This dissertation consists of two papers. Both papers deal with fitting a nonlinear structural equation model consisting of two parts: a linear measurement model relating observed variables to unobserved concepts or factors, and a nonlinear structural model where one particular factor is a polynomial in other factors.
Each paper presents a new. In mathematics and science, a nonlinear system is a system in which the change of the output is not proportional to the change of the input.
Nonlinear problems are of interest to engineers, biologists, physicists, mathematicians, and many other scientists because most systems are inherently nonlinear in nature. Nonlinear dynamical systems, describing changes in variables over time, may appear. For more information, see Different Configurations of Polynomial Models.
You can estimate polynomial models using time or frequency domain data. For estimation, you must specify the model order as a set of integers that represent the number of coefficients for each polynomial you include in your selected structure— na for A, nb for B, nc for C, nd for D, and nf for F.
A comprehensive resource that draws a balance between theory and applications of nonlinear time series analysis. Nonlinear Time Series Analysis offers an important guide to both parametric and nonparametric methods, nonlinear state-space models, and Bayesian as well as classical approaches to nonlinear time series analysis.
The authors—noted experts in the field—explore the advantages and. A Comparison of Linear and Nonlinear Factor Analysis in Examining the Effect of a Calculator Accommodation on Math Performance Minji Kang Lee University of Massachusetts Amherst, items requires a nonlinear factor model that keeps the expected score of each item between zero and by: 1.The 6-axis wheel force transducer (WFT), as the key instrument of vehicle roadway test system, the precision of which is influenced badly by the mutual coupling.
The linear coupling analysis and decoupling method was introduced, on the basis of which, the polynomial nonlinear coupling model was derived, and the polynomial nonlinear decoupling Author: Guang Fu Liu, Wei Gong Zhang.Component Analysis. C. Jutten and J. Karhunen, \Advances in nonlinear blindsourceseparation,"inProc.
ICA, In-vited paper in the special session on nonlinear ICA andBSS.  H. Lappalainen and A. Honkela, \Bayesian nonlin-ear independent component analysis by multi-layer perceptrons," in Advances in Independent Compo.


Careers in actuarial services
Discover our careers in actuarial services.
Training for careers in actuarial services
These high-level training programmes are intended for students who have already completed studies of a primarily mathematical, statistical or economic nature. They prepare students for different actuarial careers: actuarial technician, actuarial research officer, actuary, asset-liability manager, etc.
Examples of training programmes:
- 3 years of higher education: University degree in Actuarial Science
- 5 years of higher education: Master’s Degree in Actuarial Science; Master’s Degree in Mathematics and Actuarial Science; Master’s Degree in Statistics and Actuarial Science
- 6 years of higher education: MBA in Actuarial Science; Diplôme d’Actuaire (official qualification granting membership of the French Institute of Actuaries)


Thank you to all of our customers in the United Kingdom who have asked us for a new penalty type. Introducing Daily Interest Pro-rata.
This is used for those wanting to calculate a daily interest charge, prorated from a per annum charge.
This penalty type will take your interest rate and apply it to the outstanding balance. As this is per annum Paidnice will then divide it by 365 (the amount of days in a year) to get a daily interest charge.
Paidnice will then multiply the daily charge, by the number of overdue days (grace period) OR how many days since we last sent a penalty for this invoice.
You can find it in your penalty settings:
Important note: The best practice for this type of charge, especially if you're repeating the late fee, is to make sure they are being sent as 'New Invoice'. Otherwise compounding may occur.
We have followed the UK Government guidelines on how to calculate overdue interest here for reference on how we have implemented this.


Manresa Scholars will have the opportunity to participate in perhaps one of Fordham’s most unique math courses, “Beats, Vibration and Harmony: A Mathematical Playbill to Music.” Taught by Professor Rolf Ryham, the course will examine classic mathematical concepts found in music. Students will consider pitches, consonance, and dissonance through mathematical properties such as trigonometry, and explore musical scales and symmetry within musical composition. The material does not assume a background in Calculus or music theory.
Students will gain scientific and mathematical writing abilities, learn to model real-world situations through mathematical problems, and utilize software to compute and generate tones. “One of the course highlights is the possibility to step back in history and appreciate how music may have sounded in its original form. Some musicians say that each musical key (C, G, etc.) has a special character well suited to the piece, e.g. a key can feel mellow, or feel aggressive. But in our modern tuning there should in principle be no difference between one key to the next because of the way it’s mathematically constructed,” said Professor Ryham.
The course fulfills the Eloquentia Perfecta 1 and Mathematical/Computational Reasoning core requirements. Therefore, while it is a math course, students will strengthen their writing and speaking skills through papers and presentations where they will use mathematics to explain and describe musical sounds.
“What I hope for students to get from this course is the habit of taking note of the physical and digital world, and using mathematical thinking to describe and make predictions about what they are seeing,” said Professor Ryham.
Anja Asato, FCRH 2018
Manresa Programming and Marketing Fellow, 2016-2017


Method of matched sections in application to thin-walled and Mindlin rectangular plates
Keywords:Method of matched sections, transfer matrix method, rectangular plate, Mindlin plate, boundary conditions, conjugation
The paper elaborates the principally new variant of finite element method in application to plate problem. It differs from classical FEM approach by, at least, three points. First, it uses the strong differential formulation rather than the weak one and suppose the approximate analytical solution of all differential equations. Second, it explicitly uses all geometrical and physical parameters in the procedure of solution, rather than some chosen ones, for example, displacement and angles of rotation as usually done in FEM formulation. Third, the conjugation between adjacent elements occurs between the adjacent sections rather than in polygon vertexes. These conditions require the continuity of displacements, angles, moments and forces. Each side of rectangular elements is characterized by 6 main parameters, so, at whole there are 24 parameters for each rectangular element. The right and upper sides’ parameters are considered as output ones, and they are related with lower and left sides ones by matrix equations, which allows to apply transfer matrix method for the compilation of the resulting system of equations for the whole plate. The numerical examples for the thin-walled and Mindlin plates show the high efficiency and accuracy of the method.
- V.V. Meleshko, “Bending of an elastic rectangular clamped plate: exact versus ‘engineering’ solutions”, Journal of elasticity, 48, pp. 1–50, 1997. DOI: https://doi.org/10.1023/A:1007472709175
- M. Gander, F. Kwok, “Chladni figures and the Tacoma bridge: motivating PDE eigenvalue probems via vibrating plates”, SIAM Rev., 54(3): pp. 573–596, 2012. DOI: https://doi.org/10.1137/10081931X
- S.P. Timoshenko and S. Woinowsky-Krieger, Theory of plates and shells, 2nd ed., New York: McGraw-Hill, 1959. 595 p.
- C.E. Imrak and I. Gerdemeli, “An exact solution for the deflection of a clamped rectangular plate under uniform load”, Applied mathematical sciences, 1(43), pp. 2129–2137, 2007. DOI: https://doi.org/10.1007/s10778-007-0069-8
- X. Liu and J.R. Banerjee, “Free vibration analysis for plates with arbitrary boundary conditions using a novel spectral-dynamic stiffness method”, Computers & Structures, 164, pp. 108–126, 2016. DOI: https://doi.org/10.1016/j.compstruc.2015.11.005
- P. Moreno-García et al., “A review and study on Ritz method admissible functions with emphasis on buckling and free vibration of isotropic and anisotropic beams and plates,” Archives of Computational Methods in Engineering, Vol. 25, pp. 785–815, 2018. DOI: https://doi.org/10.1007/s11831-017-9214-7
- C.A.J. Fletcher, Computational Galerkin methods, New-York: Springer-Verlag, 1984. DOI: https://doi.org/10.1007/978-3-642-85949-6
- B.A. Finlayson and L.E. Scriven, “The Method of Weighted Residual: A Review,” ASME Appl. Mech. Rev., 19, pp. 735–748, 1966.
- Q. Wang, D. Shi, Q. Liang, & F. Ahad, “An improved Fourier series solution for the dynamic analysis of laminated composite annular, circular, and sector plate with general boundary conditions,” Journal of Composite Materials, 50(30), 4199–4233, 2016. DOI: https://doi.org/10.1177/0021998316635240
- M. El-Gamel, A. Mohsen and A. Abdrabou, “Sinc-Galerkin solution to the clamped plate eigenvalue problem,” SeMA Journal, Vol. 74. pp. 165–180, 2017. DOI: https://doi.org/10.1007/s40324-016-0086-9
- Y. Bai and I. Orynyak, “Application of exponential functions in weighted residuals method in structural mechanics. Part II: static and vibration analysis of rectangular plate”, Mech. Adv. Technol., vol. 5, no. 1, pp. 7–21, Jun. 2021. DOI: https://doi.org/10.20535/2521-1943.2021.5.1.234580
- E. Ventsel, T. Krauthammer, Thin Plates and Shells: Theory, Analysis, and Applications, Marcel Deker, New York. 2001. DOI: https://doi.org/10.1201/9780203908723
- T.J.R. Hughes, The Finite Element Method, Prentice-Hill, Englewood Cliffs, New Jersey,1987.
- D. Chapelle, K. Bathe, The Finite Element Analysis of Shells - Fundamentals, Springer, 2nd edition, 2010. DOI: https://doi.org/10.1007/978-3-642-16408-8
- R.W. McCune, C.G. Armstrong and D.J. Robinson, “Mixed‐dimensional coupling in finite element models”, International Journal for Numerical Methods in Engineering, 49(6), pp. 725–750, 2000. DOI: https://onlinelibrary.wiley.com/doi/10.1002/1097-0207(20001030)49:6%3C725::AID-NME967%3E3.0.CO;2-W
- S. Klarmann, J. Wackerfuß and S. Klinkel, “Coupling 2D continuum and beam elements: a mixed formulation for avoiding spu-rious stresses”, Computational Mechanics, 70(6), pp. 1145–1166, 2022. DOI: https://doi.org/10.1007/s00466-022-02221-7
- F. Leckie, E. Pestel, “Transfer-matrix fundamentals”, International Journal of Mechanical Sciences, Vol. 2, Issue 3, pp. 137–167, 1960. DOI: https://doi.org/10.1016/0020-7403(60)90001-1
- I. Orynyak, Calculation of complex systems by transfer matrix method, Kyiv. “I. Sikorsky Kyiv Polytechnical Institute”, 324 p. ISBN978-617-7619-47-4. (in Ukrainian)2022)
- K.H. Lee, G.T. Lim and C.M. Wang, “Thick Lévy plates re-visited”, International Journal of Solids and Structures, 39(1), pp. 127–144, 2002. DOI: https://doi.org/10.1016/S0020-7683(01)00205-0
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|MATH 110 - Into to Scientific Programming|
Programming, writing computer code, is an essential component of applied mathematics and statistics. This course will teach students the basic programming concepts needed to implement statistical and mathematical models. Programming concepts will be introduced within the context of data analysis, regression, differential equations, numerical analysis, and other statistical and mathematical settings. The class will be taught using the R programming language. Time permitting, basic ideas involving UNIX scripting and research reproducibility will be discussed. No previous programming experience is needed.
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On The Infeasibility of Superluminal Velocities as an Extension of Special Relativity
Chandru Iyer, G. M. Prabhu
In a recent paper by James Hill and Barry Cox, two new transformations have been proposed between inertial frames that are moving at superluminal speed with respect to each other. It has been shown by Andreka et al. that these transformations do not maintain the constancy of the speed of light in directions other than the line of relative motion. We show that this can also be readily deduced from the invariant equation associated with the Hill-Cox transformations. We further show that, even in one spatial dimension, when we consider two specific speeds v (subluminal) and V = (c2/v) (superluminal), and consider the inertial frames associated with these two speeds, the space and time coordinates of one inertial frame become the time and space coordinates of another frame respectively.
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PG and TD move to Los Angeles. (SEH moved with them)
PG gets a Ph.D. in Applied Mathematics, from Brown University, Providence, Rhode Island. (Thesis advisor, W. Prager; thesis title: “On Torsion of Plastic Bars; Approximate Solutions of Problems in Plane Plastic Flow.”)
In June I presented my first paper at a national meeting, took my first plane trip, and received my diploma without attending the graduation ceremony. Later that summer Thea and Sue took their first plane trip, flying from Providence to Atlantic City. Then we moved to Los Angeles where I was Assistant Professor of Mathematics at UCLA.


Recommended & Code-Specified Stairway Angle or Slope. Stair codes and guidelines prefer an angle of around 37° for normal stairways (the green area in our illustration) and around 7° for ramps (the yellow area in our illustration). Steeper slopes or angles are permitted for stepladders in certain applications as you can see in the illustration.
Pcv valve audi a5
- Now scientists define the metre by using the speed of light. Saying something has a length of two metres means that it is exactly twice as long as that rod used to define the metre. The property of the thing being measured is given as a number of units of measure.
- Find the latest breaking news and information on the top stories, weather, business, entertainment, politics, and more. For in-depth coverage, CNN provides special reports, video, audio, photo galleries, and interactive guides.
Squareness - Squareness is a general term to describe or define the variations in angle between two surfaces or features oriented ninety degrees to each other. Squareness is roughly equivalent to Perpendicularity, however the perceived definition may vary depending on ones industry and experience.
- Length is a measure of linear distance. The SI unit for length is the meter, but the formal definition of 1 meter has changed over the years. Originally, 1 meter was defined as the unit of length equivalent to 10-7 of the Earth's quadrant passing through Paris.
However large a number you have, you can always have a larger one, because you can always add one to it. The radian is the SI unit for angular measurement. One radian is equivalent to the angle subtended at the centre of a circle by an arc equal in length to the radius.
- When Gauss invented this non-Euclidean geometry he actually tried measuring a large triangle, but he got an angle sum of 180 o because the radius of the Universe is very large (if not infinite) so the angle excess or deficit has to be tiny for any triangle we can measure. If the radius is infinite, then the Universe is flat.
This concept teaches students the relationship between opposite angles and sides in triangles and how to use this relationship to compare triangles.
- Larger lead angles (30 to 45 degrees), in contrast, result in softer, smoother chip formation, less chip curl and lower cutting forces. A 45-degree lead angle distributes forces equally, that is, it produces lower cutting forces both radially and axially (entering and exiting the cut).
Assume you have measured the fall time about ten times. In this case it is reasonable to assume that the largest measurement t max is approximately +2s from the mean, and the smallest t min is -2s from the mean. Hence: s » ¼ (t max - t min) is an reasonable estimate of the uncertainty in a single measurement.
- The Force Table allows us to manipulate and measure the effects of vector quantities. Goals. The object of this lab is to gain a thorough understanding of vector addition. This is accomplished by using the force tables to establish equilibrium for a particle, and correlate this equilibrium condition with the math of vector addition.
Sep 03, 2019 · Launch Angle in Golf . Many factors affect launch angle, including swing speed, the angle of attack (how the clubface approaches the golf ball) and clubface position at impact. The loft of the golf club itself is the single biggest factor, of course. But the same club can produce very different launch angles in the hands of different golfers ...
- The idea is that if there's an angle of 45° (the angle between your line of sight and the ground) in a right-angled triangle (a triangle with an angle of 90°, the corner tree-ground), then both small sides have an equal length. This means that the height of the tree then equals the distance tree-observer.
Units of measurement provide standards so that the numbers from our measurements refer to the same thing. Measurement is a process that uses numbers to describe a physical quantity. We can measure how big things are, how warm they are, how heavy they are, and lots of other features as well. For example, the metre is a standard unit to measure ...


Statistical Analysis is one of the basic means of the modern scientific thinking, together with stochastic modeling. Statistical techniques, because of the need of getting accurate and coherent results from the acquired data, are beneficial in many fields, such as: business administration, economics, computer, medical sciences, actuary, and administration.
One of the factors behind the need of statistics science is both the theoretical and the practical nature of it. Applied statistics is frequently used by the researchers and administrators, in the process of interpreting and controlling the related stochastic phenomenon. Theoretical statistics presents new procedures by the help of advanced mathematical and calculating methods.
The purpose of this program is to educate students in the fields of statistics and theory of probabilities and applied statistics. Students may carry on their studies by majoring on one of the fields of applied statistics, such as: theoretical statistics or statistical quality control, bioinformatics, biostatistics, statistical reliability, econometrics. Making the students ready for an academic career and giving them the ability of making researches in different scientific branches are among the purposes of this program. Students are also provided with information transfer in the field of statistics, needed by the consultancy and industry companies.
Background Needed for the Program
The Master of Applied Statistics is intended for quantitatively oriented students with bachelors’ degrees in agricultural, biological, business, computer, engineering, mathematical, physical or social sciences or a related field. This program is also suitable for professionals who handle data in their current positions, and who are mostly interested in the practical side of statistics.


|If you ain't makin' waves, you ain't kickin' hard enough!
Brain Teaser Puzzles Answer
Here is the solution to one of our logic puzzles. There are several other puzzles for you to try to figure out. Please click to find all our brain teasers.
How Many Knights? - Answer
The position of the knights would be either all the white squares or all the black squares. A knight only threatens squares of the opposite color.
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Nominal Interest Rate
The nominal interest rate is the simplest rate to understand; it’s the stated interest rate of the financial product or loan. If a bank says that a loan has 7% interest, the 7% is the nominal interest rate. If a savings account states that it pays 1% interest, then the 1% is the nominal interest rate. The nominal interest is simply the expected amount of interest to be earned or paid on a financial product. There is no formula to calculate a nominal interest rate; the rate is chosen by the financial institution. Using the example above, if you borrow a $1,000 loan at 7% nominal interest, you’ll also need to pay $70 of loan interest to the bank.
Real Interest Rate
The real interest rate is also straightforward, but it’s a little more complex than a stated nominal interest rate. The real interest rate takes the effects of inflation into account. Your purchasing power goes down over time because prices for goods and services rise. The real interest rate is the actual interest rate your earn or pay after taking the effects of inflation into account. The Fisher effect is the relationship between nominal interest rates, real interest rates, and inflation. The simple way to calculate the real interest rate is to take the nominal interest rate and subtract the inflation rate. For example, assume an investment offers to pay you 8% interest. That’s the nominal rate. Upon some research, you find that the inflation rate for the year is 2%. That means the real amount of interest you will earn is 6% (8% – 2%).
Effective Interest Rate
The effective interest rate is a way to figure out the total amount of money earned or paid, because it includes the effects of compound interest. For example, assume a $1,000 investment pays 10% interest, compounded twice a year. The investment starts at $1,000; six months later, it receives half of the 10% interest, or 5%, so it’s worth $1,050. Six months later, it receives another 5%, but this time, the 5% is calculated on $1,050 instead of receiving $50, the investment receives $52.50. The total interest received on $1,000 is $102.50, so the effective interest rate is 10.25%. The more times per year an investment is compounded, the more money it will make. For example, an investment that’s compounded once per year ends up being worth less money than an investment that’s compounded four times per year, even if both investments have the same interest rate.
While nominal, real, and effective interest rates are all related in some ways, they are different in their applications and results.
Reference: quickbooks.intuit.com, Quickbooks Canada, Understanding Interest Rates: Nominal, Effective, and Real Rates, https://www.investopedia.com/terms/f/fishereffect.asp


In recent years, we have seen the success of machine learning in various fields and with it, we have witnessed the development of machine learning algorithms. Sometimes these algorithms are based in whole or in part on mathematical operations and logic. Similarly, Boolean algebra is also a piece of mathematics and mathematical logic that can be used in machine learning. In this article, we will discuss the application of Boolean algebra in machine learning. The key points to be discussed in part one of the article are listed below.
Table of Contents
- Why is Boolean algebra used in machine learning?
- Related Works: Boolean Algebra in Machine Learning
- Important applications in machine learning
- Real life applications
Let’s start the discussion by understanding why Boolean algebra is used in machine learning.
Why is Boolean algebra used in machine learning?
Boolean algebra is introduced in machine learning to overcome some of the disadvantages of this field. One of the biggest disadvantages is that machine learning algorithms are a kind of black box technique. To understand it better, we can take an example of a multi-layer perceptual network or support vector machines. With these techniques we can get good accuracy when modeling, but when it comes to understanding the inner workings of the model, we don’t get as much detail. On the other hand, algorithms like random forest and decision trees can describe how it works, but often we don’t get good results. This disadvantage of the black box can be solved with Boolean algebra.
Also, this introduction of Boolean algebra to machine learning used Boolean algebra to create sets of understandable rules that can achieve very good performance. The example above is just a basic application of Boolean algebra in machine learning. multilayer perceptrons. Perceptron is a supervised learning algorithm for binary classifiers.
As we know, Boolean algebra works on the logic and conditions of rules. A basic model, which may contain Boolean algebra, can operate on the rules. For example, a basic Boolean algebra model starts with the data with a target variable and input or learning variables and, using the rule set, produces an output value by considering a particular configuration of input samples. A simple rule can be written as follows:
When premise then consequences
In the rule above, the premise contains one or more conditions on the input, and the consequence contains an output value. The condition of the premises can take different forms depending on the type of input:
- If variables are categorical, the input value must be in a subset.
- If variables are ordered, the condition is written as inequality or interval,
Therefore, the possible rule can be written as follows:
In the expression above, we discussed a basic intuition why we need Boolean algebra in machine learning. In the next section of the article we will discuss the work that has been done based on this intuition.
Related Works: Boolean Algebra in Machine Learning
In this section of the article, we mainly focus on the works where we can find Boolean algebra in machine learning. Some of the related work is listed below:
- Switching Neural Networks: A New Connectionist Model for Classification: In this work we can see an example of a model using Boolean algebra with the layers of connectionist neural networks. In the architecture of this work, we notice that the first layer of the model contains an A/D converter that converts the input samples into binary strings, and then the next two layers of the network use a positive Boolean function that resolves to an A /D converter area the original classification problem. The function used by the neural network in this work can be written in the form of understandable rules. A suitable method for reconstructing the positive Boolean function can be adapted to train the model. You called the model Switching Neural Network. The image below is a representation of the scheme of Switching Neural Networks.
We can consider this work as a neural network with three layers feedforward, where the first layer is used for the binary mapping and the next two layers are used to express the positive Boolean function. Each port in the second layer is only connected to some of the outputs leaving the latticizers.
- Learning algorithms via neural logic networks: This work is based on the creation of a neural network paradigm for learning using the Boolean neural network. Basic differential operators from the Boolean system such as conjunction, disjunction and exclusive OR are used. These basic differential operators can be combined with deep neural networks like MLP. This work can be a testament to overcoming some of the disadvantages of MLP in learning discrete-algorithmic tasks. The model of this work is known as a logic neural network, in which neural logic layers based on an arbitrary boolean function have been introduced. Types of these neural logic layers are as follows:
- Neural Conjunction Layer: Keep the conjunction function from Boolean algebra.
- Neural Disjunction Layer: Contains the disjunction function from Boolean algebra.
- Neural XOR Layer: Hold the XOR or exclusive OR function from Boolean algebra.
The image below is a comparison of MLP and NLN for learning boolean functions.
The approaches given above are two fundamental works that have been updated after the introduction and used in various real-world applications. In the next section of the article, we will discuss the real-world application of machine learning algorithms using Boolean algebra.
Major Applications of Boolean Algebra in Machine Learning
Some of the most important applications of Boolean algebra in the field of machine learning are listed below:
- Demonstration of classification by a perceptron: To demonstrate how perceptrons can classify the linearly separable patterns, the truth tables of Boolean AND or OR operations can be used. The results of the operations specify the class labels, while the input patterns represent the data points in 2D space.
- XOR problem and multilayer perceptron: As discussed above, the perceptrons can classify the input patterns of Boolean AND or OR operations with a single layer architecture. But they cannot classify the patterns of an XOR operation. To properly classify them, perform the development of the multilayer perceptrons.
- Various gates used in the LSTM Recurrent Neural Network: We can see the use of gates in the LSTM networks, especially in gates. We can take an example of a gate to forgetting where the result of the sigmoid function (i.e. forgetting state) is an indicator of pointwise multiplication by cell state that causes the cell state to “forget all information” or “attach all information remind”. “. This can be completed using Gates’ Boolean algebra based concept.
Real life applications
We see the applications of this approach, i.e. machine learning with Boolean algebra, in various fields such as medicine, financial services and supply chain management. In this section of the article, we will discuss some of the important and famous real-life applications that are listed below.
- The work of the switching neural network has been applied in medical science, where it is used to classify the new multiple osteochondromas, which are a type of bone tumor. More details about this application can be found here here.
- This approach is applied to create a prognostic classifier for neuroblastoma patients. Neuroblastoma is a type of cancer that is mainly detected in the small gland. Basically, this classifier consisted of 9 rules using mainly two conditions of relative expression of 11 sets of probes and algorithms applied to microarray data and patient classification. We can find more details about the work here.
- This approach has been applied to the diagnosis of pleural mesothelioma. To do this, they applied the logical learning machine to a data set of 169 patients in northern Italy. They also compared the result of the algorithm with the results of other algorithms such as decision trees, ANN and artificial neural networks and found out the performance of switching neural networks. We can find more details about this work here.
In this article, we discussed why we need Boolean algebra in machine learning with an intuition on how to apply it in machine learning. Alongside this, we have also discussed some of the major related works with their application in real life.


Download Maths Games Ks2 Bitesize
BBC - KS2 Bitesize Maths.
These games are generally targeted at infant. Please read and agree to the Terms and Conditions for use of this website before using any of the resources made. KS2 Maths Name: Date: Fill in the missing numbers in each multiplication square. a. b. c. d. e. f. Multiplication x 7 4 8 5 6 9 x 11 20 3 30 2 5 x 3 4 10 4 5 20 x 9 4. A worksheet of various maths games with solutions for KS2 pupils. These games can be used as a classroom activity and they develop good thinking skills. Id.
These simple interactive and printable maths games make learning easy. Download. More Games Coming Soon! Interactive KS2 SATs Revision Games. KS2 Maths activities, tests and notes for primary school children studying number, shapes space and measure and handling data.


The body’s transit system
The most important tool of science is mathematics. This clear and readable book shows even the non-mathematical reader how to use this tool with understanding. Starting with the most basic sort of finger counting, Isaac Asimov proceeds to the pleasures of the abacus, where numbers take physical shapes, and on to the ideas of zero, fractions, and the decimal system. He makes sense of logarithms and even of imaginary numbers, and ends at the very frontiers of mathematics with a discussion of infinity and the concept of an infinity of infinities! He mathematics which Professor Asimov presents is not the thorny wasteland many struggling students suppose it to be. His main concern is no the mathematical techniques one learns in textbooks, but the various wherefores behind them.
This is the first of Asimov’s three “Realm” books published with Houghton-Mifflin (OK, four, if you count An Easy Introduction to the Slide Rule). This is a book that Asimov was very fond of, partly because it whipped if off in just a few weeks, and partly because he managed to go from counting on fingers to transfinite quantities in the space of fewer than 150 pages.
The book is rather breezy, and I’m not sure how well it would work as an introduction to the more basic subjects if someone doesn’t know about them (such as multiplication and division). On the other hand, the book does a marvelous job in explaining the why of our numeral system, the four basic arithmetic operations, powers, logarithms, complex numbers, and so on, and, in the later sections, the fact that most of us do not actually need to use complex numbers and so on in our daily life means that it doesn’t really matter if you don’t leave the book able to multiply (7 + 3i) and (5 - 8i) in your head. (The answer is 59 - 41i, by the way.)
There are a couple of points that provoke a wry smile, perhaps, nowadays: talking about a slide rule, for one, or Asimov’s lament that inventing a new “The Sign” symbol instead of using “i.” Mathematics, however, unlike other sciences, does not get obsolete very easily, and there is little, if anything, in the book which is actually out-dated. The result is a nicely fresh little volume providing an enjoyable introduction to numbers and basic mathematics.


“I often see linearity quoted as part of a balance or scale specification, but what does it mean to me?”
Balances and scales are very precise instruments and like all instruments, they perform within stated parameters. Other examples of these parameters will be dealt with in other sections, but for now we will concentrate on Linearity.
Basically, linearity is a deviation (or no deviation) from a straight line. If we draw a graph with weight at one side and displayed value on the other, a purely linear balance would show a straight 45° line from the zero point, right up to full capacity. Each time the load increases, the displayed value increases at the exact same rate, thus giving the straight line. See Fig. 1. (Please note that the errors in the graphs used below are exaggerated to provide clarity).
In Fig. 2. We see an example of the allowed linearity of an analytical balance of 200 g with an allowable linearity of ± 0.0002 g. This example shows the error allowed around the “perfect” linearity. The green shaded area represents the permissible error allowed.
In Fig. 3. We show the typical linearity of a 200 g balance, with a slight positive error (0.0001 g) below 100 g and a slight negative error over 100 g of 0.0002 g. This balance is just within specification.
In Fig. 4. We see a balance that is just outside the tolerance allowed, as the curve of the displayed value exceeds the ±0.0002 g permissible error.
Manufacturers and scale dealers have the ability to correct errors in linearization by adjusting the balance with test weights at regular intervals of the capacity. This is not calibration, that can be performed with a single weight, provided of course that the balance has been correctly linearized. Linearization should not be attempted without specialist knowledge and the correct test weights.


You should save your program for this assignment in your
cs21/homework/04 directory. A skeleton version of the
program will appear in this directory when you run update21
in a terminal window. The program handin21 will only submit
files in this directory.
Open the file busyBugs.py and write a function buildBug(center, radius, window) that draws a bug at a specific scale in a specific window at a specific location. Your bug must be drawn using only circles, but how many circles, their color, and their relative position is up to you. An example bug is shown below. The buildBug function has the following parameters:
For symmetrical features (such as eyes or ears), remember to use the clone method to make a copy of the original shape. Then draw the cloned shape in the window and move it to the desired location.
Once you have finished writing buildBug, write a main function that tests your buildBug function by creating and drawing a few bugs in a graphics window. You may want to use the setCoords method of the
GraphWin object to adjust the coordinates of the window.
Write a function animateBug(bug, dx, dy, steps, wait) that moves a bug a specified amount for a specified number of steps. The animateBug function has the following parameters:
Finally write a function rotateBug(bug, degrees) that rotates a bug a specified number of degrees about its center. NOTE: this rotation is not animated. This function should simply rotate all the features of the bug a fixed angle. The parameters for rotateBug are:
The bug should be rotated around the center of the first Circle object in the list bug. To rotate a point or circle with a center (x,y) by an angle t around a center point (xc, yc), you must move the center point (x,y) by an amount mx, my defined as folows:
mx = dx*(cos(t)-1) - dy*sin(t) my = dx*sin(t) + dy*(cos(t)-1)where
dx= x-xc dy= y-yc
The python math functions sin and cos expect the angle in radians. To convert from degrees to radians, use rad=deg*pi/180.
Some rotated bugs are shown below.
Once all of the required functions are working correctly, create an interesting animation with your bugs in the main function. Feel free to write additional functions as needed.
Once you are satisfied with your programs, hand them in by typing handin21 in a terminal window.


Google search console has become a thing of mild interest to me since I moved my website and Google forgot about my content. Impressions - search terms that match your site but don’t lead to a click - are full of fascinating false positives. I looked at some of my impressions. These search terms are:
The highlighted term “is xor distributive over addition” jumped out at me.
Since multiplication obviously does distribute over addition (ignoring overflow), it’s perhaps a reasonable question to ask. To disprove this proposition, it is enough to find a single counterexample (not hard, and much quicker than a google search) but it’s more interesting to find a constructive class of counterexamples. I thought of a few strategies to disprove this, other than picking random numbers and checking, that I thought were worth writing down.
Tangentially, on the topic of Google relevance, this search term had nothing to do with this blog until this post, but when I search for topics I think my posts are related to, I can’t find them. I expect not to be seeing “is xor distributive over addition” in the search console in future.
Would XOR distribute over the addition of a number and its logical complement? We would have that
y ^ (x + ~x) = y ^ x + y ^ ~x for any
y. Then we have
y ^ -1 = ~y = y ^ x + y ^ ~x. So based on the assumption of distributivity,
y ^ x + y ^ ~x must have none of the bits from
y. We have a contradiction because it is clear that all of the bits in
y ^ x + y ^ ~x are set.
Left Shift Argument
Addition causes digits to carry left when the bits in the same position are both set, so
x + x is equivalent to
x << 1 (ignoring overflow). If, for any integer
y, we had that
y ^ (x + x) = y ^ x + y ^ x we can find constraints on this identity by considering either the rightmost unset bit or the leftmost set bit of
x in isolation. Considering the rightmost set bit at position
p: this bit is set on the LHS of this identity if and only if it is unset in
y. On the RHS, it is set iff its leftmost neighbour at position
p-1 is unset in
y, because we shift
y ^ x to the left. So we can construct counterexamples whenever
p-1 differ, and the proposition is not generally true.


Weaving Math and Art into Andaman Treasures
Table of contents
No headings in the article.
Forget your dusty textbooks and stuffy classrooms, because math just got a tropical makeover! We recently embarked on a project that fused the vibrant textile patterns of the Andaman and Nicobar Islands with the mesmerizing dance of the square root spiral. Sounds crazy, right? But trust me, it was anything but!
Imagine this: intricate geometric designs swirling alongside irrational numbers, vibrant colors bursting from equations, and the rich cultural stories of the Andamanese woven into the very fabric of math. That's exactly what we created!
Our journey began with delving into the breathtaking textiles of these remote islands. From the bold geometric patterns of the Jarawa tribe to the delicate floral motifs of the Onge community, each stitch told a story, whispered across generations. We learned about the symbolism behind every curve and color, understanding how these textiles weren't just clothes, but cultural tapestries.
Then, we entered the enchanting world of the square root spiral. This mesmerizing sequence of irrational numbers unfolded like a captivating dance, each point representing a square root, connected by graceful curves. It was mind-blowing to see how such complex math could create such stunning beauty!
The real magic happened when we brought these two worlds together. We meticulously plotted points on graph paper, each representing a square root from √2 to √17. Our canvas morphed into a mesmerizing spiral, ready to embrace the Andamanese textiles. With colorful pens and eager hearts, we brought the island patterns to life within the spiral, each stroke a celebration of math and art colliding.
This project wasn't just about learning equations or identifying geometric shapes. It was about discovering the hidden connections between seemingly disparate worlds. We learned that math is alive, vibrant, and full of surprises. It lurks in the patterns of nature, the rhythm of music, and even the stories woven into fabrics.
More importantly, it was about appreciating the diverse cultural tapestry of India. We learned about the unique traditions and customs of the Andamanese people, understanding how their art reflects their connection to the land and their ancestors.
So, ditch the stereotypes and the boring formulas. Math ain't a drag when it's an adventure! It's a journey of discovery, a kaleidoscope of creativity, and a celebration of human ingenuity. And in the vibrant land of Andaman and Nicobar Islands, we found proof that math can be just as breathtaking as the turquoise waters and lush rainforests.
So, go explore, get creative, and weave your own story with math! You might just surprise yourself with what you find.
And don't forget to share your own experiences in the comments below! How do you like the idea of merging math and art? Have you ever stumbled upon unexpected connections between seemingly different fields? Let's keep the conversation going! look at blog.chaitanyav.dev and chaitanyav.dev
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Ever wonder why we get that extra day every four years?
The math can be dizzying (see the video above) but those 24 hours are very important in keeping our calendar year synchronized with the trip around the sun.
Our modern calendar (the Gregorian calendar) contains 365 days. However, one orbit actually takes a slightly longer amount of time - about 365.2422 days. "Only a quarter of a day?" you may say, but over long periods of time it can add up. Without leap years, our calendar and the seasons would fall out of sync.
But it's not as simple as just adding the extra 24 hours and calling it a day (no pun intended!) There are still some rules in place to further keep things from getting out of whack. With the leap day, we average out to get an extra 11.2 minutes each year. To counteract that, we skip leap years if they fall on the start of a century - unless that year is divisible by 4.
With all rules in place, it would take us over 3,300 years to get a day off, so at some point way down the line this will need to be further addressed.
Calendar length has been a point of contention for thousands of years. While his math was a little off, Julius Caesar was the one who actually introduced the concept of the leap year in the hopes of avoiding the calendar confusion that had existed up until that point.
Before that, many ancient calendars (Hebrew, Chinese and Buddhist to name a few) used to have an entire leap month! As opposed to the modern calendar that indicates our position relative to the sun, these calendars also took into account the position of the Moon.
It probably goes without saying that being born on a leap day is pretty rare. There are only about 5 million people living that were born on February 29 - roughly 0.07 percent of the world's population! The odds of this are about 1-in-1,461.
You may have also heard about a leap second. Earth's rotation can occasionally be sped up or slowed down - ever so slightly - due to geological events like earthquakes and volcanoes. Much like the way a leap year keeps accounts for a fractionally longer orbit, the leap second is periodically added on either June 30 or December 31 to compensate for when the rotation slows down. By doing this, we keep everything in sync with our atomic clocks.
Test your knowledge on leap years below!


(Photo: Dan Dry/University of Chicago)
At a time when the U.S. yearns for more African-Americans and other minorities to enter the science, technology math and engineering fields to maintain its global competitiveness, what would it give for more people like J. Ernest Wilkins Jr.?
Born on Nov 27, 1923, he entered the University of Chicago at age 13 and left with a Ph.D. in mathematics at the tender age of 19 in 1942. The prodigy also earned bachelor's and master's degrees in mechanical engineering from New York University.
During the course of his impressive career in academia and industry, Wilkins held several prestigious positions. He taught at Tuskegee Institute and worked at the University of Chicago on the Manhattan Project in the Metallurgical Laboratory.
He was a mathematician at the United Nuclear Corporation of America and held other positions before retiring from the industry in 1985 as a Fellow at the U.S. Department of Energy's Argonne National Laboratory. In 1990, he became Distinguished Professor of Applied Mathematics and Mathematical Physics at Clark Atlanta University.
Wilkins also received many honors, and in 1976, became the second African-American to be elected to the National Academy of Engineering, one of the field's highest honors.
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123 Pandas is a funny Cool Math game that you can experience at ABC Kids Games. There is a little Panda trying to do his math homework, but he doesn’t know how to solve those questions. You’re here to help him unravel all the mathematic puzzles. Think carefully and faster then choose the correct answer to advance your game. You should do it quickly before time runs out. If you choose the wrong one, the Panda will be very sad. Let’s see how many questions you can solve! Good luck!


First, let’s remember that there are sigils for both the planetary intelligences and the planetary spirits. We saw in the last blog entry how those two groups of sigils are created using numerology and names.
But there are also sigils simply called “planetary seals.” Here are images from around the web of how each of the planetary sigils are traditionally drawn. I will note that the seal of Saturn is my own drawing because the web is currently circulating all sorts of non-traditional garbage for what is probably the easiest drawn seal in all of ceremonial magic. (Witches, please check your work!)
|Sigil of the Moon (9)|
|Sigil of Mercury (8)|
|Sigil of Venus (7)|
|Sigil of the Sun (6)|
|Sigil of Mars (5)|
|Sigil of Jupiter (4)|
|Sigil of Saturn (3)|
These sigils are not drawn using the same method we examined previously, but I did get curious how they were created. I also began to notice some odd characteristics of the seals and the kameas.
I first noticed that the sigil of Saturn is drawn over that planet’s kamea using a very obvious technique. The numerals are divided into three sets of three. The numerals of each of the sets are connected with lines, separate from each other. A circle starts and ends each connecting line. I’ll illustrate that here by removing the numbers and using colors so it’s easy to highlight some of the characteristics of this seal. We will observe those characteristics later.
Notice how the seal has bilateral symmetry with the axes of symmetry falling on the whole kamea's diagonals. The middle set of numerals also creates a line of symmetry (in red). The sets before and after the middle set make designs that are reflections of each other. Also, there is a convergence of lines on both sides of the center block.
I don’t know why this one planetary sigil was drawn using this technique, while the others were not. But I began to wonder what would happen if I applied these drawing methods to the other kameas. Allow me to walk you through my process.
So let’s draw on the other kameas, but only those that are based on odd numbers for now. Using the same methods we observed in the sigil of Saturn, we first write down all the numerals of each square and divide them into sets appropriate for the planetary number, then we draw out each numeral set using circles to start and end each set. Some interesting designs appear. We can see that there is bilateral symmetry in them. Again, the numeral set in the middle creates one of the lines of symmetry (in red). Each of the pairs of numeral sets on both sides of the middle set create designs that are reflections of each other. Also, all the beginnings and endings of the numeral sets straddle the diagonal (with the exception of the middle set). I’ve illustrated all of this with colors again to make it all easier to see.
What this shows is that the odd numbered kameas represent the symmetry inherent in mathematics. In order for all the rows and columns of blocks to sum the same, the very largest number must be placed opposite to the very smallest, then the next largest and smallest, and so on until the middle of the available numbers is reached. This isn’t magic, it’s just math. We can also see from the patterns that all of the odd numbered kameas are based on a similar numeral arrangement, but just increase their complexity as the kameas get larger. This makes the convergence that we saw on both sides of the middle block no longer the only convergence.
Let’s apply the same drawing methods to the even numbered kameas and see what happens. Jupiter and Mercury also show a bilateral symmetry. Since there is no middle numeral set, the sets simply pair up evenly without it. However, now the axes of symmetry have been rotated 45 degrees from the diagonals to the vertical and horizontal. Also, the start and end of each set has moved to the outer blocks. A convergence of lines becomes prevalent, only now all of the numeral sets is contributing. Here are more colors to illustrate all of this, though Mercury started to get visually busy, so I separated the first four numeral sets from their mates. This also helps to show the symmetry that is happening, as the first four sets create a mirror image of the last four sets. Notice also that a pentagram is starting to appear in Mercury's crossing lines.
The odd man out in all of this is the kamea of the Sun. When we start to draw the lines from the sets, we quickly notice that there is no symmetry! Drawing it to the end shows that there is only one point of convergence to the right of center and there are several sets that force a drawn line to be back-tracked, which never happens in any of the other kameas. However, the sets do begin and end only on the outer blocks. I've separated the mates of the pairs, as I did in the Mercury drawing, to show the lack of symmetry.
Since I know that there are many different arrangements of numbers that can create a magic square still fulfilling the row and column summation rule, my first thought was that tradition had brought down to us the wrong 36-block kamea for this planet – one without symmetry. So, I tried to build a kamea that fit the rules displayed by all the other kamea. This proved impossible. Here’s why it’s impossible.
For an even numbered kamea to have bilateral symmetry, the base number must be divisible by 4, because bilateral symmetry creates a reflection (two images) on two planes, which creates quadrants of images (2 images x 2 planes = 4 images). Imagine a kaleidoscope that only produced four images inside it. Odd numbered kameas don’t have this problem because one of their numeral sets creates one of the needed lines of symmetry; a midline will always be built into those drawings. If we had kameas with a base of 10, 14, 18, 22, 26, etc., they would all show the same problem with bilateral symmetry, because they are all even numbers that are not divisible by 4. Again, this isn’t magic, it’s just math, though I will agree that math, particularly as it applies to shapes (geometry) can be very sacred.
By now you have likely wondered exactly what technique was used to create all those sigils of the planets that have come down to us - the ones at the very beginning of this entry. Well, unfortunately, no one knows. The best hypothesis I’ve seen to date was done by a clever Rosicrucian, who speculated that a counting technique was applied to the kameas. That information can be found here. For now, we simply accept that it is knowledge lost to the past.
If any of you have done work with kameas and planetary sigils, please comment your insights below or link the rest of us to your pages.
Thanks for indulging my mathematical deviation.


Did you know that 69% of students fail math? This means that your kid has almost seven out of 10 chances of getting an F on his report card for math and math-related subjects.
According to the Best University Graduate School of Arts and Sciences, the occurrence named Math Stress is really a condition that countless students will need to take care of.
If you want more information about online math class, you can visit https://www.onlineclasshelpers.com/take-my-online-math-class/.
Image Source: Google
These students experience actual anxiety. One way that parents are in a position to help their kids cope with their mathematics anxiety is by employing a mathematics coach.
However, children aren't really that receptive in regards to the conventional math tutorial sessions of needing to sit down with a teacher – that can occasionally be frightening -for a couple of hours.
Fortunately, children are now able to take mathematics courses online that are more interactive and fun with the participating instruments an online math coach has at his disposal.
While mathematics lessons online are mostly performed via computer-mediated communications, the mathematics tutor assigned to a child remains the main factor if your child will find the most from their sessions or maybe not.
Therefore, it's essential for parents to understand how to pick the ideal mentor for his or her child and how to manage the mentor as the app is continuing.
How to find the Best Online Math Tutor
Not all mathematics tutors are made equal. Additionally, not everybody who's great in mathematics is appropriate for tutoring. You will find a definite attitude and ability one-on-one tutors will need to possess.


VR Curriculum, Math: Google Earth and Trigonometry
We have been asked, repeatedly, how people might consider using virtual reality to help students learn mathematics. On a recent trip to Toronto we had the pleasure of talking with Jim Wardle about a lesson he developed with an instructor named Jordan Young for an Intro to Trigonometry class at Westside Secondary School.
What made the teachers excited about the lesson was that it put kids in real-life situations, included elevation and depression angles and included opportunities to discuss sources of error. In particular, the students discussed how the math could be right but one can still get an incorrect answer.
A suggestion the teachers had after doing the lesson was that perhaps using an outstretched hand with the Vive controller pointing to the top of the building and putting the clinometer on the person’s arm might provide a more accurate measurement. When they ran the lesson the first time, they either used it against where the person was looking or the Vive controller at the person’s face, which may have accounted for increased errors.


Biomedical modeling and simulation
Students will learn the peculiarities of mathematical modeling and the construction of computational procedures for some problems of biomedicine; basic concepts and modern principles of working with biomedical information; methods of joint implementation of numerical algorithms of biomedicine tasks in various packages of applied programs, methods of processing and analysis of medical and biological data; principles of computer diagnostics and therapy; basic modern mathematical methods of intelligent processing of biomedical signals and images; to solve typical mathematical problems used in the modeling of biological processes and systems; to use the main classes of models and modeling methods, to apply methods and tools of information technology to solve problems modeling biological processes and systems; to define goals adequately and set tasks for the analysis of medical and biological data using computer technology; to apply methods and means of bioinformational technologies so as to solve problems of intelligent processing of biomedical signals and images.
Students will acquire skills of joint use of software systems for solving the tasks of biomedicine, the skills of applying computer technologies for the processing and analysis of biomedical signals and data; skills in working with digital computing devices, medical equipment and normative medical and technical documentation.
Main topics of the discipline:
- The concept, essence and principles of modeling, types of models and their classification.
- Development of mathematical models.
- Evaluation of the adequacy of mathematical models.
- Simulation models, methods and means of their machine realization.
- Modeling Examples of transient processes in a biological object under the influence of external factors.
- Relationship modeling with related disciplines.