meta-heuristic

There are 7 repositories under meta-heuristic topic.

Gradient-Free-Optimizers
SimonBlanke / Gradient-Free-Optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
bayesian-optimization blackbox-optimization constrained-optimization evolution-strategies gradient-free-optimization hill-climbing hyperactive hyperparameter-optimization machine-learning meta-heuristic nelder-mead optimization particle-swarm-optimization random-search simulated-annealing tree-of-parzen-estimator
Language:Python 1211
gugarosa / opytimizer
🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
python optimization meta-heuristic artificial-intelligence bioinspired optimizers meta-heuristic-optimization
Language:Python 610
esa / pygmo2
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-problem evolutionary-algorithms multiobjective-optimization stochastic-optimization island-model parallel-computing parallel-processing meta-heuristic meta-heuristics evolutionary-strategy evolutionary-computation artificial-intelligence
Language:C++ 455
biteopt
avaneev / biteopt
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
optimization-methods optimization-algorithms constraint-programming stochastic-optimizers evolutionary-algorithms metaheuristics optimization-tools optimization genetic-algorithm mixed-integer-programming differential-evolution hyperparameter-optimization meta-heuristic global-optimization global-optimization-algorithms black-box-optimization discrete-optimization mathematical-programming mathematical-optimization integer-programming
Language:C++ 148
henry-yeh / DeepACO
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
ant-colony-optimization combinatorial-optimization deep-reinforcement-learning neural-combinatorial-optimization meta-heuristic traveling-salesman-problem vehicle-routing-problem capacitated-vehicle-routing-problem graph-neural-networks neural-network pytorch reinforcement-learning routing-problem scheduling-problem bin-packing-problem knapsack-problem
Language:Jupyter Notebook 135
rhgrant10 / acopy
A Python implementation of the Ant Colony Optimization Meta-Heuristic
python python3 python-libary travelling-salesman-problem tsp-solver tsp pypi meta-heuristic
Language:Python 95
Shikhar1998 / Stock-Market-Prediction-using-Neural-Networks-and-Genetic-Algorithm
Matlab Module for Stock Market Prediction using Simple NN
genetic-algorithm matlab meta-heuristic neural-network stock-market
Language:Matlab 77
EvanOman / AntColonyOptimization-TSP
An Ant Colony Optimization algorithm for the Traveling Salesman Problem
matlab meta-heuristic np-complete optimization traveling-salesman
Language:MATLAB 45
forfrt / Hyper_Heuristic_Framework
A Hyper-Heuristic framework
evolutionary-algorithms meta-heuristic hyper-heuristic combinatorial-optimization
Language:Python 42
SDARG / opt4j
Modular Java framework for meta-heuristic optimization
optimization meta-heuristic evolutionary-algorithm multi-objective-optimization evolutionary-algorithms genetic-algorithm artificial-intelligence
Language:Java 32
LucasBoTang / Coursera_Discrete_Optimization
Exact and meta-heuristic algorithms for NP problems
combinational-optimization heuristic knapsack meta-heuristic np-complete python tsp vrp
Language:Python 20
thanh-ntt / MTVRPTW
Meta-heuristic algorithm for Multi-Trip Vehicle Routing Problem with Time Windows
java meta-heuristic solution-algorithm vehicle-routing-problem
Language:Java 13
tohid-yousefi / Meta-Heuristics
In this section, I share the Meta-Heuristic algorithm codes that I wrote myself
huristic matlab meta-heuristic differential-evolution genetic-algorithm grasshopper-optimization-algorithm hybrid-algorithms particle-swarm-optimization curve-fitting dispatching-system economic-dispatch-problem integer-programming investment-portfolio knapsack-problem non-dominated-sorting nsga-ii path-planning sphere co-evolution cpso
Language:MATLAB 12
nathanrooy / bwo
Black Widow Optimization implemented in pure Python.
bio-inspired evolutionary-algorithm meta-heuristic nonlinear-optimization
Language:Python 11
gugarosa / evolutionary_ensembles
📄 Official implementation regarding the paper "Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification".
aerial-scene ensemble-classifier implementation machine-learning meta-heuristic paper
Language:Python 8
hschneid / xfvrp
Fast and easy solver for a lot of Vehicle Routing constraints
algorithms constraints java meta-heuristic optimization solver traveling-salesman tsp-problem vehicle-routing-problem vrp
Language:Java 8
gugarosa / mh_deep_application
🐝 Nature-Inspired Optimization Applied to Deep Learning for ICMC/USP mini-course.
mini-course icmc usp optimization meta-heuristic
Language:Python 4
YevheniiSemendiak / tud_master_text
Online selection hyper-heuristic with generic parameter control in low-level heuristics (meta-heuristic).
meta-heuristic meta-heuristics hyper-heuristic hyper-heuristics reinforcement-learning optimization traveling-salesman-problem traveling-salesman parameter-control parameter-tuning surrogate-based-optimization
Language:TeX 3
cantugba / Heuristic_K-Nearest_Neighbors
It was developed by creating a hybrid structure with the techniques of K-nearest neighbor algorithm and metaheuristic search algorithms. SOS Algorithm was used as the Meta-Heuristic algorithm.
classification-model k-nearest-neighbours meta-heuristic sezgisel-knn symbiosisorganismssearch
Language:MATLAB 2
chen0040 / cs-optimization-continuous-solutions
Local searches for continuous optimization implemented in C#
local-search continuous-optimization numerical-methods meta-heuristic optimization
Language:C# 2
yannisEF / Pareto-local-search
Currently a prototype implementation of Pareto local search algorithm in preparation for an upcoming project
multi-objective-optimization pareto-front decision-making meta-heuristic local-search
Language:Python 2
ahmadayman28 / Optimization-of-the-Tourism-Industry
A comprehensive solution to optimize tourism packages, prices, resources, and budgets for startup companies. The project includes mathematical modeling, data analysis, optimization algorithms, database design, and AI-driven demand prediction.
ai-prediction ant-colony csharp erdiagram exact-solution excel excel-dashboard genetic-algorithm mathematical-modelling meta-heuristic pulp python tkinter tourism-industry tourism-management windows-forms tourismoptimization
Language:Jupyter Notebook 1
ICHEA-DCOP
anuraganands / ICHEA-DCOP
ICHEA for Dynamic Constraint Optimization Problems (DCOP)
algorithm constraint dcop dynamic evolutionary ichea meta-heuristic optimization
Language:Java 1
EvanOman / SimulatedAnnealingScheduler
Local Search Scheduling with Simulated Annealing
algorithm local-search meta-heuristic scheduling
Language:Java 1
gugarosa / crbm_tuning
📄 Official implementation regarding the paper "Adapting Convolutional Restricted Boltzmann Machines Through Evolutionary Optimization".
paper implementation rbm crbm optimization meta-heuristic
Language:Python 1
gugarosa / mh_feature_selection
📄 Official implementation regarding the paper "A Survey on Metaheuristic Approaches to Feature Selection".
feature-selection implementation machine-learning meta-heuristic optimization paper
Language:Python 1
gugarosa / mh_fine_tuning
📄 Official implementation regarding the paper "Improving Pre-Trained Weights Through Meta-Heuristic Fine-Tuning".
fine-tuning implementation machine-learning meta-heuristic optimization paper
Language:Python 1
hbaloochian / Social-mimic-optimization-SMO
Social mimic optimization algorithm and engineering applications (SMO algorithm)
smo optimization-algorithm engineering-applications meta-heuristic
Language:MATLAB 1
ossef / DVFS_Research
DVFS framework addressing the problem of performance-energy trade-off, 2023.
birth-death-process dynamic-voltage-and-frequency energy-consumption meta-heuristic pareto-optimality stochastic-processes weighted-sum
Language:Python 1
kariyum / ant_colony_optimization
Ant Colony Optimization meta heuristic algorithm visualization + solving Travel Sales man problem.
ai algorithm ant-colony-optimization meta-heuristic np-hard optimization visualization
Language:JavaScript 0
pq01pq / Harmony-Search-py
Harmony Search algorithm implemented in python with object oriented programming.
harmony-search heuristic heuristic-algorithm heuristic-search-algorithms meta-heuristic meta-heuristic-algorithm object-oriented optimization optimization-algorithm search-algorithm searching-algorithm
Language:Python 0
tiagoCuervo / PAMELI
Implementation of the PAMELI algorithm for computationally expensive multi-objective optimization
evolutionary-algorithms multi-objective-optimization surrogate-based-optimization meta-heuristic expensive-cost-functions
Language:Python 0
gugarosa / rbm_tuning
📄 Official implementation regarding the paper "Enhancing Restricted Boltzmann Machines Reconstructability Through Meta-Heuristic Optimization".
paper implementation machine-learning optimization fine-tuning rbm meta-heuristic
Language:Python
lucianobajr / meta-heuristic
:chart: implementation of the algorithm based on ILS (Iterated Local Search) and Hill Climping to minimize mathematical functions
hill-climbing ils meta-heuristic
Language:Go
Murf-y / Particle-Swarm-Optimization-Visualization
Particle Swarm Optimization OOP implementation
evolutionary-algorithms meta-heuristic particle-swarm-optimization pso
Language:Python
PapaArt / Border_Collie_Optimization
This is a project that I made in my college to solve the Travelling Salesman Problem with the Border Collie heuristic
jupyter-notebook meta-heuristic optimization travelling-salesman-problem
Language:Jupyter Notebook

meta-heuristic

SimonBlanke / Gradient-Free-Optimizers

gugarosa / opytimizer

esa / pygmo2

avaneev / biteopt

henry-yeh / DeepACO

rhgrant10 / acopy

Shikhar1998 / Stock-Market-Prediction-using-Neural-Networks-and-Genetic-Algorithm

EvanOman / AntColonyOptimization-TSP

forfrt / Hyper_Heuristic_Framework

SDARG / opt4j

LucasBoTang / Coursera_Discrete_Optimization

thanh-ntt / MTVRPTW

tohid-yousefi / Meta-Heuristics

nathanrooy / bwo

gugarosa / evolutionary_ensembles

hschneid / xfvrp

gugarosa / mh_deep_application

YevheniiSemendiak / tud_master_text

cantugba / Heuristic_K-Nearest_Neighbors

chen0040 / cs-optimization-continuous-solutions

yannisEF / Pareto-local-search

ahmadayman28 / Optimization-of-the-Tourism-Industry

anuraganands / ICHEA-DCOP

EvanOman / SimulatedAnnealingScheduler

gugarosa / crbm_tuning

gugarosa / mh_feature_selection

gugarosa / mh_fine_tuning

hbaloochian / Social-mimic-optimization-SMO

ossef / DVFS_Research

kariyum / ant_colony_optimization

pq01pq / Harmony-Search-py

tiagoCuervo / PAMELI

gugarosa / rbm_tuning

lucianobajr / meta-heuristic

Murf-y / Particle-Swarm-Optimization-Visualization

PapaArt / Border_Collie_Optimization