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invasive-weed-optimization

Invasive Weed Optimization

iwo-for-assigment-task

jaya

jsp-ga

Job Scheduling Problem using Genetic Algorithms

jssp-ga

Job-Shop Scheduling Problem - Genetic Algorithm

levy-fight-trajectory-based-whale-optimization-algorithm

Y. Ling, Y. Zhou and Q. Luo, "Lévy Flight Trajectory-Based Whale Optimization Algorithm for Global Optimization", IEEE Access, vol. 5, pp. 6168-6186, 2017.

levy-flight

https://www.researchgate.net/publication/235979455_Nature-Inspired_Metaheuristic_Algorithms

machine-learning-regression-toolbox

This toolbox offers 7 machine learning methods for regression problems.

machine-learning-toolbox-python

This toolbox offers 6 machine learning methods including KNN, SVM, LDA, DT, and etc., which are simpler and easy to implement.

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

marine-predators-algorithm

MPA is a new metaheuristic for continuous optimization inspired by nature

matlab-intelligent-algorithm-30-cases

请参考《MATLAB智能算法30个案例分析》。

mdpi_biosensors

megwo

The main code of multi-strategy ensemble grey wolf optimizer

metaheuristic-benchmark

整理35篇期刊所使用的benchmark function(2007-2021)，並且統計各benchmark function的出現次數

moead-py

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

multi-objective-optimization-problems-and-algorithms

Python version

multi-strategy-enhanced-whale-optimization-algorithm

Z. Huang and W. Li, "Novel Multi-Strategy Enhanced Whale Optimization Algorithm", 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE), 2020.

multi-strategy-ensemble-whale-optimization-algorithm

X. Yuan, Z. Miao, Z. Liu, Z. Yan and F. Zhou, "Multi-Strategy Ensemble Whale Optimization Algorithm and Its Application to Analog Circuits Intelligent Fault Diagnosis", Applied Sciences, vol. 10, no. 11, p. 3667, 2020.

multi-strategy-improved-slime-mould-algorithm

optimization-algorithm-papers

This repository contains several optimization algortihm papers

optimization-problems-and-algorithms

Optimization problems and algorithms

oscoa

OSCOA:An efficient coyote optimization algorithm based on optimization states and its applications

particle-swarm-optimization

F. Marini and B. Walczak, "Particle swarm optimization (PSO). A tutorial", Chemometrics and Intelligent Laboratory Systems, vol. 149, pp. 153-165, 2015.

particle-swarm-optimization-1

peerj2023

Datasets and sample code for PeerJ 2023 Paper

pymetaheuristic

A python library for the following Metaheuristics: Adaptive Random Search, Ant Lion Optimizer, Arithmetic Optimization Algorithm, Artificial Bee Colony Optimization,

python-implementation-of-gray-wolf-optimizer-and-improved-gray-wolf-optimizer

Implementation of GWO and i-GWO with Python 3.9

quadratic-assignment-problem-solve

The Quadratic Assignment Problem is a problem that serves many purposes. From determining where to install machines, large installations…, or even helping to place products in department stores to encourage consumption.

random-key

for metaheuristic