benchmark-functions

A Fortran 95 code for Particle Swarm Optimization. The code is general. The fitness function is defined in a separate file and can be replaced by any user defined fitness function.

evolutionary-algorithms optimization-algorithms particle-swarm-optimization pso swarm-intelligence benchmark-functions evolutionary-optimization

UpdatedMar 5, 2024
Fortran

rbalexander1 /BenchmarkFunctions.jl

Star11

A set of common benchmark functions for testing optimization algorithms in Julia

optimization julia benchmark-functions

UpdatedSep 20, 2021
Julia

Muradmustafayev-03 /Optimisation-Algorithms

Star10

A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning

python data-science machine-learning algorithm ai optimization genetic-algorithm ml artificial-intelligence applied-mathematics gradient-descent genetic-algorithms optimization-algorithms harmony-search benchmark-functions metaheuristic-optimisation

UpdatedNov 28, 2023
Python

rajupaljiit /Meta-heuristic-Algorithms

Star6

This repository is used to implement and analyze nature inspired computing algorithms on various benchmark function. We also try to solve some real world problems by MHA.

benchmark-functions

UpdatedApr 14, 2017
MATLAB

ElkmanY /pso

Star5

This repository contains the standard Particle Swarm Optimization code (Matlab M-file) for optimizing the benchmark function.

matlab-toolbox optimization-algorithms particle-swarm-optimization pso benchmark-functions matlab-code

UpdatedOct 2, 2021
MATLAB

**optiGTest** is a MATLAB's toolbox which regroups many existing test functions used for studying the performance of approximation techniques and optimization strategy. In particular, gradient of the test functions are provided.

optimization testing-tools derivatives gradient benchmark-functions

UpdatedJan 15, 2024
HTML

osmangokalp /CONTOPT-JS

Star3

Javascript implementations of some of the main metaheuristic algorithms for bound constraint single objective continuous optimization problems.

javascript optimization metaheuristics wireless-sensor-network benchmark-functions continuous-optimization

UpdatedNov 25, 2022
JavaScript

chasebk /code_ISLO_ELM

Star3

A study on swarm intelligence optimizing neural networks for workload elasticity prediction

neural-network multi-layer-perceptron extreme-learning-machine benchmark-functions time-series-prediction nature-inspired-algorithms functional-link-neural-network metaheuristic-algorithms swarm-based-optimization improved-sea-lion-optimization cec2014 cec2015

UpdatedDec 27, 2021
Jupyter Notebook

QiqiDuan257 /evopt-lso

Star2

A pure-MATLAB library of EVolutionary (population-based) OPTimization for Large-Scale black-box continuous Optimization (evopt-lso).

matlab evolutionary-algorithms black-box-optimization evolutionary-computation random-search matlab-library evolution-strategies benchmark-functions cma-es evolutionary-computing test-functions large-scale-optimization derivative-free-optimization gradient-free-optimization zeorth-order-optimization direct-search

UpdatedAug 17, 2019
MATLAB

ChristophBodenstein /TimeNETOptimizationEnvironment

Star1

Optimization environment for TimeNET

simulation optimization benchmark-functions multiphase batch-simulation

UpdatedAug 20, 2018
Java

sippathamm /BenchmarkFunction

Star1

Benchmark functions for validating optimization algorithm in C++

benchmark-functions benchmark-problem

UpdatedApr 21, 2024
C++

ElkmanY /hho

Star1

This repository contains the Harris Hawks Optimization code (matlab M-file) for optimizing the benchmark function.

matlab-toolbox optimization-algorithms matlab-codes benchmark-functions harris-hawks-optimization

UpdatedMay 12, 2021
MATLAB

MohEsmail143 /numerical-optimization-techniques

Star1

A set of Jupyter notebooks that investigate and compare the performance of several numerical optimization techniques, both unconstrained (univariate search, Powell's method and Gradient Descent (fixed step and optimal step)) and constrained (Exterior Penalty method).