From 6e1054165c789cf5ad859b65964e703c6132824a Mon Sep 17 00:00:00 2001 From: Luc Patiny Date: Tue, 22 Oct 2024 10:31:14 +0200 Subject: [PATCH] test: add snapshot --- .../__snapshots__/optimization.test.js.snap | 35053 ++++++++++++++++ src/__tests__/optimization.test.js | 35 +- src/index.js | 39 +- 3 files changed, 35083 insertions(+), 44 deletions(-) create mode 100644 src/__tests__/__snapshots__/optimization.test.js.snap diff --git a/src/__tests__/__snapshots__/optimization.test.js.snap b/src/__tests__/__snapshots__/optimization.test.js.snap new file mode 100644 index 0000000..89f6c54 --- /dev/null +++ b/src/__tests__/__snapshots__/optimization.test.js.snap @@ -0,0 +1,35053 @@ +// Vitest Snapshot v1, https://vitest.dev/guide/snapshot.html + +exports[`test Direct method > Evaluating griewank test function in 3D 1`] = ` +{ + "finalState": { + "choiceLimit": 1e-8, + "diagonalDistances": [ + 0.008729713347982067, + 0.07856742013183861, + 0.07856742013183861, + 0.026189140043946204, + 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5.604172681472619e-11, + "optima": [ + [ + -0.00000846754390515514, + -0.000008467543904266961, + ], + [ + 0.00000846754390515514, + -0.000008467543904266961, + ], + ], +} +`; diff --git a/src/__tests__/optimization.test.js b/src/__tests__/optimization.test.js index 4ffc37f..06c86ad 100644 --- a/src/__tests__/optimization.test.js +++ b/src/__tests__/optimization.test.js @@ -3,21 +3,15 @@ import { describe, expect, it } from 'vitest'; import { direct } from '../index'; // Test functions from https://www.sfu.ca/~ssurjano/optimization.html describe('test Direct method', () => { - it('Evaluating griewank test function in 3D. 1 iteration', () => { const options = { - iterations: 1 + iterations: 1, }; const lowerBoundaries = [-3, -9]; const upperBoundaries = [3, 9]; - const result = direct( - griewank, - lowerBoundaries, - upperBoundaries, - options, - ); + const result = direct(griewank, lowerBoundaries, upperBoundaries, options); expect(result.finalState.nbFunctionCalls).toBe(5); }); @@ -29,12 +23,7 @@ describe('test Direct method', () => { const lowerBoundaries = [-5, -2]; const upperBoundaries = [4, 3]; - const predicted = direct( - griewank, - lowerBoundaries, - upperBoundaries, - options, - ); + const result = direct(griewank, lowerBoundaries, upperBoundaries, options); // Theoric result const optimum = [ @@ -43,14 +32,15 @@ describe('test Direct method', () => { ]; const minValue = 0; - const predictedMinValue = predicted.minFunctionValue; - const predictedOptimum0 = Array.from(predicted.optima[0]); - const predictedOptimum1 = Array.from(predicted.optima[1]); + const predictedMinValue = result.minFunctionValue; + const predictedOptimum0 = Array.from(result.optima[0]); + const predictedOptimum1 = Array.from(result.optima[1]); expect(predictedOptimum0[0]).toBeCloseTo(optimum[0][0], 4); expect(predictedOptimum0[1]).toBeCloseTo(optimum[0][1], 4); expect(predictedOptimum1[0]).toBeCloseTo(optimum[1][0], 4); expect(predictedOptimum1[1]).toBeCloseTo(optimum[1][1], 4); expect(predictedMinValue).toBeCloseTo(minValue, 7); + expect(result).toMatchSnapshot(); }); it('Evaluating rastrigin test function in 3D', () => { @@ -60,19 +50,14 @@ describe('test Direct method', () => { const lowerBoundaries = [-5, -1, -2]; const upperBoundaries = [4, 2, 1]; - const predicted = direct( - rastrigin, - lowerBoundaries, - upperBoundaries, - options, - ); + const result = direct(rastrigin, lowerBoundaries, upperBoundaries, options); // Theoric result const optimum = [0, 0, 0]; const minValue = 0; - const predictedMinValue = predicted.minFunctionValue; - const predictedOptimum = Array.from(predicted.optima[0]); + const predictedMinValue = result.minFunctionValue; + const predictedOptimum = Array.from(result.optima[0]); expect(predictedOptimum[0]).toBeCloseTo(optimum[0], 3); expect(predictedOptimum[1]).toBeCloseTo(optimum[1], 3); expect(predictedOptimum[2]).toBeCloseTo(optimum[2], 3); diff --git a/src/index.js b/src/index.js index d3a034c..25e70b9 100644 --- a/src/index.js +++ b/src/index.js @@ -15,8 +15,8 @@ import { antiLowerConvexHull } from './util/antiLowerConvexHull'; * @param {object} [options={}] * @param {number} [options.iterations] - Number of iterations. * @param {number} [options.epsilon] - Tolerance to choose best current value. - * @param {number} [options.tolerance] - Minimum tollerance of the function. - * @param {number} [options.tolerance2] - Minimum tollerance of the function. + * @param {number} [options.tolerance] - Minimum tolerance of the function. + * @param {number} [options.tolerance2] - Minimum tolerance of the function. * @param {object} [options.initialState={}] - finalState of previous optimization. * @returns {object} {finalState, iterations, minFunctionValue} */ @@ -52,29 +52,27 @@ export function direct( lowerBoundaries = Float64Array.from(lowerBoundaries); upperBoundaries = Float64Array.from(upperBoundaries); - - //------------------------------------------------------------------------- // STEP 1. Initialization //------------------------------------------------------------------------- - let n = lowerBoundaries.length; - let diffBorders = upperBoundaries.map((x, i) => x - lowerBoundaries[i]); + let nbParameters = lowerBoundaries.length; + let diffBoundaries = upperBoundaries.map((x, i) => x - lowerBoundaries[i]); let { numberOfRectangles = 0, totalIterations = 0, - unitaryCoordinates = [new Float64Array(n).fill(0.5)], - middlePoint = new Float64Array(n).map((value, index) => { + unitaryCoordinates = [new Float64Array(nbParameters).fill(0.5)], + middlePoint = new Float64Array(nbParameters).map((value, index) => { return ( lowerBoundaries[index] + - unitaryCoordinates[0][index] * diffBorders[index] + unitaryCoordinates[0][index] * diffBoundaries[index] ); }), bestCurrentValue = objectiveFunction(middlePoint), nbFunctionCalls = 1, smallerDistance = 0, - edgeSizes = [new Float64Array(n).fill(0.5)], - diagonalDistances = [Math.sqrt(n * 0.5 ** 2)], + edgeSizes = [new Float64Array(nbParameters).fill(0.5)], + diagonalDistances = [Math.sqrt(nbParameters * 0.5 ** 2)], functionValues = [bestCurrentValue], differentDistances = diagonalDistances, smallerValuesByDistance = [bestCurrentValue], @@ -98,7 +96,7 @@ export function direct( for (let j = 0; j < unitaryCoordinates.length; j++) { for (let i = 0; i < lowerBoundaries.length; i++) { unitaryCoordinates[j][i] = - (unitaryCoordinates[j][i] - lowerBoundaries[i]) / diffBorders[i]; + (unitaryCoordinates[j][i] - lowerBoundaries[i]) / diffBoundaries[i]; } } } @@ -119,8 +117,8 @@ export function direct( for (let i = idx; i < differentDistances.length; i++) { for (let f = 0; f < functionValues.length; f++) { if ( - (functionValues[f] === smallerValuesByDistance[i]) && - (diagonalDistances[f] === differentDistances[i]) + functionValues[f] === smallerValuesByDistance[i] && + diagonalDistances[f] === differentDistances[i] ) { S1[counter++] = f; } @@ -189,9 +187,9 @@ export function direct( let secondMiddleValue = new Float64Array(secondMiddleCenter.length); for (let i = 0; i < firstMiddleCenter.length; i++) { firstMiddleValue[i] = - lowerBoundaries[i] + firstMiddleCenter[i] * diffBorders[i]; + lowerBoundaries[i] + firstMiddleCenter[i] * diffBoundaries[i]; secondMiddleValue[i] = - lowerBoundaries[i] + secondMiddleCenter[i] * diffBorders[i]; + lowerBoundaries[i] + secondMiddleCenter[i] * diffBoundaries[i]; } let firstMinValue = objectiveFunction(firstMiddleValue); let secondMinValue = objectiveFunction(secondMiddleValue); @@ -260,7 +258,7 @@ export function direct( let temp = []; for (let i = 0; i < lowerBoundaries.length; i++) { temp.push( - lowerBoundaries[i] + unitaryCoordinates[j][i] * diffBorders[i], + lowerBoundaries[i] + unitaryCoordinates[j][i] * diffBoundaries[i], ); } currentMin.push(temp); @@ -279,7 +277,9 @@ export function direct( for (let j = 0; j < numberOfRectangles + 1; j++) { let pair = []; for (let i = 0; i < lowerBoundaries.length; i++) { - pair.push(lowerBoundaries[i] + unitaryCoordinates[j][i] * diffBorders[i]); + pair.push( + lowerBoundaries[i] + unitaryCoordinates[j][i] * diffBoundaries[i], + ); } originalCoordinates.push(pair); } @@ -321,7 +321,8 @@ function getMinIndex( const targetValue = bestCurrentValue + choiceLimit; for (let i = 0; i < functionValues.length; i++) { - const currentValue = Math.abs(functionValues[i] - targetValue) / diagonalDistances[i]; + const currentValue = + Math.abs(functionValues[i] - targetValue) / diagonalDistances[i]; if (currentValue < minValue) { minValue = currentValue; minIndex = i;