SimonBlanke/Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

Language: Python - Size: 38.3 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 1,235 - Forks: 91

gugarosa/opytimizer

🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

Language: Python - Size: 2.05 MB - Last synced at: 1 day ago - Pushed at: 9 months ago - Stars: 622 - Forks: 42

esa/pygmo2

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Language: C++ - Size: 13.9 MB - Last synced at: about 21 hours ago - Pushed at: 12 months ago - Stars: 488 - Forks: 61

avaneev/biteopt

Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP

Language: C++ - Size: 3.32 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 148 - Forks: 9

henry-yeh/DeepACO

[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

Language: Jupyter Notebook - Size: 26.2 MB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 143 - Forks: 21

rhgrant10/acopy

A Python implementation of the Ant Colony Optimization Meta-Heuristic

Language: Python - Size: 958 KB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 98 - Forks: 29

Hvass-Labs/swarmops

Heuristic Optimization for Python

Language: Python - Size: 64.5 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 72 - Forks: 16

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

Matlab Module for Stock Market Prediction using Simple NN

Language: Matlab - Size: 1.14 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 62 - Forks: 29

Hvass-Labs/MetaOps

Tuning the Parameters of Heuristic Optimizers (Meta-Optimization / Hyper-Parameter Optimization)

Language: Jupyter Notebook - Size: 1.13 MB - Last synced at: 7 days ago - Pushed at: almost 7 years ago - Stars: 55 - Forks: 12

forfrt/Hyper_Heuristic_Framework

A Hyper-Heuristic framework

Language: Python - Size: 60.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 47 - Forks: 10

EvanOman/AntColonyOptimization-TSP

An Ant Colony Optimization algorithm for the Traveling Salesman Problem

Language: MATLAB - Size: 866 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 32 - Forks: 8

SDARG/opt4j

Modular Java framework for meta-heuristic optimization

Language: Java - Size: 12.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 16

LucasBoTang/Coursera_Discrete_Optimization

Exact and meta-heuristic algorithms for NP problems

Language: Python - Size: 11.3 MB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 20 - Forks: 3

nathanrooy/bwo

Black Widow Optimization implemented in pure Python.

Language: Python - Size: 61.5 KB - Last synced at: about 23 hours ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 1

thanh-ntt/MTVRPTW

Meta-heuristic algorithm for Multi-Trip Vehicle Routing Problem with Time Windows

Language: Java - Size: 5.25 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 7

Hvass-Labs/Optimization-Papers

Archive of my older research papers on optimization

Size: 4.53 MB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 1

gugarosa/evolutionary_ensembles

📄 Official implementation regarding the paper "Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification".

Language: Python - Size: 7.14 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 4

hschneid/xfvrp

Fast and easy solver for a lot of Vehicle Routing constraints

Language: Java - Size: 13.2 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 3

gugarosa/mh_deep_application 📦

🐝 Nature-Inspired Optimization Applied to Deep Learning for ICMC/USP mini-course.

Language: Python - Size: 4.64 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

YevheniiSemendiak/tud_master_text

Online selection hyper-heuristic with generic parameter control in low-level heuristics (meta-heuristic).

Language: TeX - Size: 42.9 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

Hvass-Labs/swarmops-other

Heuristic Optimization for C#, C, Java and Matlab

Size: 1.71 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 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.

Language: Jupyter Notebook - Size: 30.5 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

tohid-yousefi/Meta-Heuristics

In this section, I share the Meta-Heuristic algorithm codes that I wrote myself

Language: MATLAB - Size: 179 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

yannisEF/Pareto-local-search

Currently a prototype implementation of Pareto local search algorithm in preparation for an upcoming project

Language: Python - Size: 2.99 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

cantugba/Heuristic_K-Nearest_Neighbours

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.

Language: MATLAB - Size: 5.41 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 2

chen0040/cs-optimization-continuous-solutions

Local searches for continuous optimization implemented in C#

Language: C# - Size: 618 KB - Last synced at: 6 days ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 4

EvanOman/SimulatedAnnealingScheduler

Local Search Scheduling with Simulated Annealing

Language: Java - Size: 6.32 MB - Last synced at: over 2 years ago - Pushed at: almost 10 years ago - Stars: 2 - Forks: 2

gugarosa/mh_feature_selection

📄 Official implementation regarding the paper "A Survey on Metaheuristic Approaches to Feature Selection".

Language: Python - Size: 85 KB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

gugarosa/mh_fine_tuning

📄 Official implementation regarding the paper "Improving Pre-Trained Weights Through Meta-Heuristic Fine-Tuning".

Language: Python - Size: 85 KB - Last synced at: 10 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

hbaloochian/Social-mimic-optimization-SMO

Social mimic optimization algorithm and engineering applications (SMO algorithm)

Language: MATLAB - Size: 829 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

Anonymous0-0paper/EASE

ARGENT: Energy-Aware Scheduling in Edge Computing Using Energy Valley Optimizer

Language: Java - Size: 1.03 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

mathcrin/MetaHeuristique-Recherche-Operationnelle

Projet étudiant de Recherche Opérationnelle en utilisant la heuristiques et/ou des métaheuristiques sur le problème de couverture par ensembles, l’un des 21 problèmes NP-complets de Karp

Language: C++ - Size: 69.3 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

ossef/DVFS_Research

DVFS framework addressing the problem of performance-energy trade-off, 2023.

Language: Python - Size: 944 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

kariyum/ant_colony_optimization

Ant Colony Optimization meta heuristic algorithm visualization + solving Travel Sales man problem.

Language: JavaScript - Size: 3.77 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Murf-y/Particle-Swarm-Optimization-Visualization

Particle Swarm Optimization OOP implementation

Language: Python - Size: 2.93 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

lucianobajr/meta-heuristic

:chart: implementation of the algorithm based on ILS (Iterated Local Search) and Hill Climping to minimize mathematical functions

Language: Go - Size: 11.9 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

pq01pq/Harmony-Search-py

Harmony Search algorithm implemented in python with object oriented programming.

Language: Python - Size: 58.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

gugarosa/rbm_tuning

📄 Official implementation regarding the paper "Enhancing Restricted Boltzmann Machines Reconstructability Through Meta-Heuristic Optimization".

Language: Python - Size: 58.6 KB - Last synced at: 10 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

gugarosa/crbm_tuning

📄 Official implementation regarding the paper "Adapting Convolutional Restricted Boltzmann Machines Through Evolutionary Optimization".

Language: Python - Size: 2.81 MB - Last synced at: 10 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 22.8 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

tiagoCuervo/PAMELI

Implementation of the PAMELI algorithm for computationally expensive multi-objective optimization

Language: Python - Size: 680 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

anuraganands/ICHEA-DCOP

ICHEA for Dynamic Constraint Optimization Problems (DCOP)

Language: Java - Size: 646 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

samueljackson92/optima

Language: C++ - Size: 72.3 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

elbaulp/grado_informatica_MH_Practicas

Prácticas de la Asignatura MH (Meta Heurísticas) del grado en ingeniería informática en la facultad de Granada (ETSIIT).

Language: TeX - Size: 2.08 MB - Last synced at: over 2 years ago - Pushed at: almost 10 years ago - Stars: 0 - Forks: 0