Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions DIRECTORY.md
Original file line number Diff line number Diff line change
Expand Up @@ -145,6 +145,7 @@
* [BinaryConvert](https://github.com/TheAlgorithms/Javascript/blob/master/Maths/BinaryConvert.js)
* [BinaryExponentiationIterative](https://github.com/TheAlgorithms/Javascript/blob/master/Maths/BinaryExponentiationIterative.js)
* [BinaryExponentiationRecursive](https://github.com/TheAlgorithms/Javascript/blob/master/Maths/BinaryExponentiationRecursive.js)
* [BisectionMethod](https://github.com/TheAlgorithms/Javascript/blob/master/Maths/BisectionMethod.js)
* [CheckKishnamurthyNumber](https://github.com/TheAlgorithms/Javascript/blob/master/Maths/CheckKishnamurthyNumber.js)
* [Coordinate](https://github.com/TheAlgorithms/Javascript/blob/master/Maths/Coordinate.js)
* [CoPrimeCheck](https://github.com/TheAlgorithms/Javascript/blob/master/Maths/CoPrimeCheck.js)
Expand Down
46 changes: 46 additions & 0 deletions Maths/BisectionMethod.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,46 @@
/**
*
* @file
* @brief Find real roots of a function in a specified interval [a, b], where f(a)*f(b) < 0
*
* @details Given a function f(x) and an interval [a, b], where f(a) * f(b) < 0, find an approximation of the root
* by calculating the middle m = (a + b) / 2, checking f(m) * f(a) and f(m) * f(b) and then by choosing the
* negative product that means Bolzano's theorem is applied,, define the new interval with these points. Repeat until
* we get the precision we want [Wikipedia](https://en.wikipedia.org/wiki/Bisection_method)
*
* @author [ggkogkou](https://github.com/ggkogkou)
*
*/

const findRoot = (a, b, func, numberOfIterations) => {
// Check if a given real value belongs to the function's domain
const belongsToDomain = (x, f) => {
const res = f(x)
return !Number.isNaN(res)
}
if (!belongsToDomain(a, func) || !belongsToDomain(b, func)) throw Error("Given interval is not a valid subset of function's domain")

// Bolzano theorem
const hasRoot = (a, b, func) => {
return func(a) * func(b) < 0
}
if (hasRoot(a, b, func) === false) { throw Error('Product f(a)*f(b) has to be negative so that Bolzano theorem is applied') }

// Declare m
const m = (a + b) / 2

// Recursion terminal condition
if (numberOfIterations === 0) { return m }

// Find the products of f(m) and f(a), f(b)
const fm = func(m)
const prod1 = fm * func(a)
const prod2 = fm * func(b)

// Depending on the sign of the products above, decide which position will m fill (a's or b's)
if (prod1 > 0 && prod2 < 0) return findRoot(m, b, func, --numberOfIterations)
else if (prod1 < 0 && prod2 > 0) return findRoot(a, m, func, --numberOfIterations)
else throw Error('Unexpected behavior')
}

export { findRoot }
16 changes: 16 additions & 0 deletions Maths/test/BisectionMethod.test.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
import { findRoot } from '../BisectionMethod'

test('Equation f(x) = x^2 - 3*x + 2 = 0, has root x = 1 in [a, b] = [0, 1.5]', () => {
const root = findRoot(0, 1.5, (x) => { return Math.pow(x, 2) - 3 * x + 2 }, 8)
expect(root).toBe(0.9990234375)
})

test('Equation f(x) = ln(x) + sqrt(x) + π*x^2 = 0, has root x = 0.36247037 in [a, b] = [0, 10]', () => {
const root = findRoot(0, 10, (x) => { return Math.log(x) + Math.sqrt(x) + Math.PI * Math.pow(x, 2) }, 32)
expect(Number(Number(root).toPrecision(8))).toBe(0.36247037)
})

test('Equation f(x) = sqrt(x) + e^(2*x) - 8*x = 0, has root x = 0.93945851 in [a, b] = [0.5, 100]', () => {
const root = findRoot(0.5, 100, (x) => { return Math.exp(2 * x) + Math.sqrt(x) - 8 * x }, 32)
expect(Number(Number(root).toPrecision(8))).toBe(0.93945851)
})