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GeezerVison is showing github.com — JavaScript/Maths/SimpsonIntegration.js at master · TheAlgorithms/JavaScript Expand file tree/ Copy pathSimpsonIntegration.jsMore file actions 78 lines (66 loc) · 2.25 KB / Copy pathSimpsonIntegration.jsFile metadata and controls78 lines (66 loc) · 2.25 KB 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 /* * * @file * @title Composite Simpson's rule for definite integral evaluation * @author: [ggkogkou](https://github.com/ggkogkou) * @brief Calculate definite integrals using composite Simpson's numerical method * * @details The idea is to split the interval in an EVEN number N of intervals and use as interpolation points the xi * for which it applies that xi = x0 + i*h, where h is a step defined as h = (b-a)/N where a and b are the * first and last points of the interval of the integration [a, b]. * * We create a table of the xi and their corresponding f(xi) values and we evaluate the integral by the formula: * I = h/3 * {f(x0) + 4*f(x1) + 2*f(x2) + ... + 2*f(xN-2) + 4*f(xN-1) + f(xN)} * * That means that the first and last indexed i f(xi) are multiplied by 1, * the odd indexed f(xi) by 4 and the even by 2. * * N must be even number and a<b. By increasing N, we also increase precision * * More info: [Wikipedia link](https://en.wikipedia.org/wiki/Simpson%27s_rule#Composite_Simpson's_rule) * */ function integralEvaluation(N, a, b, func) { // Check if N is an even integer let isNEven = true if (N % 2 !== 0) isNEven = false if (!Number.isInteger(N) || Number.isNaN(a) || Number.isNaN(b)) { throw new TypeError('Expected integer N and finite a, b') } if (!isNEven) { throw Error('N is not an even number') } if (N <= 0) { throw Error('N has to be >= 2') } // Check if a < b if (a > b) { throw Error('a must be less or equal than b') } if (a === b) return 0 // Calculate the step h const h = (b - a) / N // Find interpolation points let xi = a // initialize xi = x0 const pointsArray = [] // Find the sum {f(x0) + 4*f(x1) + 2*f(x2) + ... + 2*f(xN-2) + 4*f(xN-1) + f(xN)} let temp for (let i = 0; i < N + 1; i++) { if (i === 0 || i === N) temp = func(xi) else if (i % 2 === 0) temp = 2 * func(xi) else temp = 4 * func(xi) pointsArray.push(temp) xi += h } // Calculate the integral let result = h / 3 temp = pointsArray.reduce((acc, currValue) => acc + currValue, 0) result *= temp if (Number.isNaN(result)) { throw Error( "Result is NaN. The input interval doesn't belong to the functions domain" ) } return result } export { integralEvaluation } |
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