SimpsonIntegration.js

/*
 *
 * @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 }