math-optim/bench/cec2020/basicFunctions_test.go

// Copyright 2023 wanderer <a_mirre at utb dot cz>
// SPDX-License-Identifier: GPL-3.0-or-later

package cec2020

import "testing"

// TestRastrigin checks that the Rastrigin func performs as expected.
func TestRastrigin(t *testing.T) {
	testInput := []float64{
		-2.7137778065280593,
		-1.9789783390895765,
		-4.38267902085263,
		-4.617877608383319,
		-2.1529909200665474,
		-3.801849324611571,
		2.4968697503272486,
		-0.27358100201730196,
		2.0444319451255977,
		3.8798952350630653,
		-0.6150024279011337,
		2.8643010641852413,
		-0.6692444051928748,
		4.4649633199687475,
		3.2510298731558507,
		-4.2095036422081495,
		-0.130882052243404,
		1.2001716295708604,
		-0.29427650577602193,
	}
	want := 343.97127081044846
	got := Rastrigin(testInput)

	if want != got {
		t.Errorf("incorrect Rastrigin output, want: %f, got: %f", want, got)
	}
}

func TestHighConditionedElliptic(t *testing.T) {
	testInput := []float64{
		-2.7137778065280593,
		-1.9789783390895765,
		-4.38267902085263,
		-4.617877608383319,
		-2.1529909200665474,
		-3.801849324611571,
		2.4968697503272486,
		-0.27358100201730196,
		2.0444319451255977,
		3.8798952350630653,
		-0.6150024279011337,
		2.8643010641852413,
		-0.6692444051928748,
		4.4649633199687475,
		3.2510298731558507,
		-4.2095036422081495,
		-0.130882052243404,
		1.2001716295708604,
		-0.29427650577602193,
	}
	want := 1.630609804125232e+06
	got := HighConditionedElliptic(testInput)

	if want != got {
		t.Errorf("incorrect output, want: %f, got: %v", want, got)
	}
}

func TestGHBat(t *testing.T) {
	testInput := []float64{
		-2.7137778065280593,
		-1.9789783390895765,
		-4.38267902085263,
		-4.617877608383319,
		-2.1529909200665474,
		-3.801849324611571,
		2.4968697503272486,
		-0.27358100201730196,
		2.0444319451255977,
		3.8798952350630653,
		-0.6150024279011337,
		2.8643010641852413,
		-0.6692444051928748,
		4.4649633199687475,
		3.2510298731558507,
		-4.2095036422081495,
		-0.130882052243404,
		1.2001716295708604,
		-0.29427650577602193,
	}
	want := 158.83404437332385
	got := HGBat(testInput)

	if want != got {
		t.Errorf("incorrect output, want: %f, got: %v", want, got)
	}
}

func TestRosenbrock(t *testing.T) {
	testInput := []float64{
		-2.7137778065280593,
		-1.9789783390895765,
		-4.38267902085263,
		-4.617877608383319,
		-2.1529909200665474,
		-3.801849324611571,
		2.4968697503272486,
		-0.27358100201730196,
		2.0444319451255977,
		3.8798952350630653,
		-0.6150024279011337,
		2.8643010641852413,
		-0.6692444051928748,
		4.4649633199687475,
		3.2510298731558507,
		-4.2095036422081495,
		-0.130882052243404,
		1.2001716295708604,
		-0.29427650577602193,
	}
	want := 270378.6217883186
	got := Rosenbrock(testInput)

	if want != got {
		t.Errorf("incorrect output, want: %f, got: %v", want, got)
	}
}

func TestAckley(t *testing.T) {
	testInput := []float64{
		-2.7137778065280593,
		-1.9789783390895765,
		-4.38267902085263,
		-4.617877608383319,
		-2.1529909200665474,
		-3.801849324611571,
		2.4968697503272486,
		-0.27358100201730196,
		2.0444319451255977,
		3.8798952350630653,
		-0.6150024279011337,
		2.8643010641852413,
		-0.6692444051928748,
		4.4649633199687475,
		3.2510298731558507,
		-4.2095036422081495,
		-0.130882052243404,
		1.2001716295708604,
		-0.29427650577602193,
	}
	want := 10.420166703127961
	got := Ackley(testInput)

	if want != got {
		t.Errorf("incorrect output, want: %f, got: %v", want, got)
	}
}

func TestSchafferExpanded(t *testing.T) {
	testInput := []float64{
		-2.7137778065280593,
		-1.9789783390895765,
		-4.38267902085263,
		-4.617877608383319,
		-2.1529909200665474,
		-3.801849324611571,
		2.4968697503272486,
		-0.27358100201730196,
		2.0444319451255977,
		3.8798952350630653,
		-0.6150024279011337,
		2.8643010641852413,
		-0.6692444051928748,
		4.4649633199687475,
		3.2510298731558507,
		-4.2095036422081495,
		-0.130882052243404,
		1.2001716295708604,
		-0.29427650577602193,
	}
	want := 15.903821248304322
	got := SchafferExpanded(testInput)

	if want != got {
		t.Errorf("incorrect output, want: %f, got: %v", want, got)
	}
}

func TestWeierstrass(t *testing.T) {
	testInput := []float64{
		-2.7137778065280593,
		-1.9789783390895765,
		-4.38267902085263,
		-4.617877608383319,
		-2.1529909200665474,
		-3.801849324611571,
		2.4968697503272486,
		-0.27358100201730196,
		2.0444319451255977,
		3.8798952350630653,
		-0.6150024279011337,
		2.8643010641852413,
		-0.6692444051928748,
		4.4649633199687475,
		3.2510298731558507,
		-4.2095036422081495,
		-0.130882052243404,
		1.2001716295708604,
		-0.29427650577602193,
	}
	want := 39.69284047936819
	got := Weierstrass(testInput)

	if want != got {
		t.Errorf("incorrect output, want: %f, got: %v", want, got)
	}
}