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AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.
Created
2011-02-15
9,014 commits to main branch, last one 14 days ago
A research toolkit for particle swarm optimization in Python
Created
2017-07-12
415 commits to master branch, last one about a year ago
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
metaheuristics
genetic-algorithm
swarm-intelligence
whale-optimization
grey-wolf-optimizer
hunger-games-search
production-planning
equilibrium-optimizer
location-optimization
schedule-optimization
slime-mould-algorithm
differential-evolution
bio-inspired-optimization
harris-hawks-optimization
supply-chain-optimization
harris-hawks-optimizationg
nature-inspired-algorithms
particle-swarm-optimization
arithmetic-optimization-algorithm
henry-gas-solubility-optimization
Created
2020-03-16
1,759 commits to master branch, last one 4 months ago
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Created
2016-01-31
348 commits to master branch, last one 8 months ago
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
Created
2013-12-21
12,323 commits to master branch, last one 17 days ago
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Created
2017-01-08
4,632 commits to master branch, last one 29 days ago
A framework for single/multi-objective optimization with metaheuristics
Created
2017-01-18
1,181 commits to main branch, last one 2 months ago
jMetal: a framework for multi-objective optimization with metaheuristics
Created
2014-05-02
4,682 commits to main branch, last one 7 days ago
EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
Created
2016-05-18
197 commits to master branch, last one 5 months ago
OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
Created
2021-07-15
414 commits to main branch, last one about a year ago
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
gym
jax
ray
brax
metaheuristics
neuroevolution
gpu-acceleration
black-box-optimization
evolutionary-algorithms
evolutionary-strategies
evolutionary-computation
evolutionary-optimization
gradient-free-optimization
derivative-free-optimization
multi-objective-optimization
population-based-optimization
evolutionary-reinforcement-learinig
Created
2022-07-27
1,226 commits to main branch, last one a day ago
This toolbox offers more than 40 wrapper feature selection methods include PSO, GA, DE, ACO, GSA, and etc. They are simple and easy to implement.
data-mining
bat-algorithm
cuckoo-search
metaheuristics
machine-learning
feature-selection
firefly-algorithm
genetic-algorithm
ant-lion-optimizer
grey-wolf-optimizer
multi-verse-optimizer
differential-evolution
ant-colony-optimization
moth-flame-optimization
salp-swarm-optimization
harris-hawks-optimization
particle-swarm-optimization
flower-pollination-algorithm
whale-optimization-algorithm
Created
2020-12-09
34 commits to main branch, last one 3 years ago
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
optimization
meta-heuristic
metaheuristics
genetic-algorithm
optimization-tools
global-optimization
integer-programming
optimization-methods
discrete-optimization
stochastic-optimizers
black-box-optimization
constraint-programming
differential-evolution
evolutionary-algorithms
optimization-algorithms
mathematical-programming
mathematical-optimization
mixed-integer-programming
hyperparameter-optimization
global-optimization-algorithms
Created
2016-07-13
409 commits to master branch, last one 2 months ago
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
optimization
metaheuristics
global-optimization
bayesian-optimization
discrete-optimization
nonlinear-programming
black-box-optimization
nonlinear-optimization
evolutionary-algorithms
implicit-differentiation
interior-point-optimizer
semidefinite-programming
automatic-differentiation
augmented-lagrangian-method
gradient-based-optimisation
method-of-moving-asymptotes
derivative-free-optimization
surrogate-assisted-optimization
mixed-integer-nonlinear-programming
Created
2021-02-14
246 commits to master branch, last one 9 months ago
Artificial Bee Colony Algorithm in Python.
Created
2017-01-06
23 commits to master branch, last one 3 years ago
An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers
Created
2013-01-11
5,531 commits to master branch, last one about a month ago
Solving VRPTW with metaheuristics
Created
2018-09-29
13 commits to master branch, last one 5 months ago
OptFrame - C++17 (and C++20) Optimization Framework in Single or Multi-Objective. Supports classic metaheuristics and hyperheuristics: Genetic Algorithm, Simulated Annealing, Tabu Search, Iterated Loc...
ils
vns
nsga-ii
heuristics
tabu-search
timetabling
optimization
pareto-front
metaheuristics
best-improvement
first-improvement
genetic-algorithm
multi-improvement
optimization-tools
genetic-programming
optimization-framework
vehicle-routing-problem
travelling-salesman-problem
multi-objective-optimization
Created
2017-11-06
1,667 commits to master branch, last one 5 months ago
ALNS header-only library (loosely) based on the original implementation by Stefan Ropke.
Created
2018-01-02
17 commits to master branch, last one 5 months ago
A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms
Created
2020-06-17
2,516 commits to master branch, last one 2 days ago
Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature...
Created
2019-03-04
24 commits to master branch, last one 2 months ago
C++ metaheuristics modeler/solver for general integer optimization problems.
Created
2020-04-25
870 commits to master branch, last one about a month ago
A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.
Created
2020-07-04
24 commits to master branch, last one about a year ago
ABC+PSO Path Planning
Created
2022-01-27
4 commits to main branch, last one 2 years ago