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incubator-kie-optaplanner

apache / incubator-kie-optaplanner

Star 3.3k

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

java optimization scheduling solver artificial-intelligence constraints constraint-programming traveling-salesman local-search simulated-annealing constraint-solver tabu-search branch-and-bound metaheuristics rostering employee-rostering mathematical-optimization
  • Updated May 3, 2024
  • Java

esa / pagmo2

Star 792

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

python optimization genetic-algorithm parallel-computing python3 artificial-intelligence evolutionary-algorithms multi-objective-optimization optimization-methods optimization-tools optimization-algorithms parallel-processing evolutionary-strategy stochastic-optimizers metaheuristics pagmo
  • Updated Apr 4, 2024
  • C++

thieu1995 / mealpy

Star 759

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

genetic-algorithm differential-evolution particle-swarm-optimization metaheuristics swarm-intelligence nature-inspired-algorithms supply-chain-optimization whale-optimization harris-hawks-optimization bio-inspired-optimization grey-wolf-optimizer equilibrium-optimizer schedule-optimization production-planning henry-gas-solubility-optimization harris-hawks-optimizationg arithmetic-optimization-algorithm slime-mould-algorithm hunger-games-search location-optimization
  • Updated Apr 16, 2024
  • Python
timefold-solver

TimefoldAI / timefold-solver

Star 665

The open source AI solver. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems

java ai optimization artificial-intelligence vehicle-routing-problem vrp constraint-programming constraint-solver operations-research optimization-library resource-allocation cvrp metaheuristics planning-algorithms employee-scheduling vrptw solver-library vehicle-routing maintenance-scheduling timefold
  • Updated May 7, 2024
  • Java

100 / Solid

Star 574

🎯 A comprehensive gradient-free optimization framework written in Python

python machine-learning library algorithm optimization genetic-algorithm machine-learning-algorithms artificial-intelligence genetic-algorithm-framework simulated-annealing hill-climbing evolutionary-algorithm optimization-algorithms particle-swarm-optimization tabu-search stochastic-optimizers metaheuristics discrete-optimization harmony-search continuous-optimization
  • Updated Jul 19, 2019
  • Python

Evolutionary-Intelligence / pypop

Star 164

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/

optimization evolutionary-algorithms global-optimization black-box-optimization numerical-optimization nonlinear-optimization random-search optimization-algorithms metaheuristics evolution-strategies continuous-optimization large-scale-optimization derivative-free-optimization gradient-free-optimization zeroth-order-optimization direct-search population-based-optimization bio-inspired-optimization stochastic-search nature-inspired-optimization
  • Updated May 7, 2024
  • Python

JingweiToo / Wrapper-Feature-Selection-Toolbox

Star 158

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.

machine-learning data-mining genetic-algorithm feature-selection ant-colony-optimization differential-evolution cuckoo-search particle-swarm-optimization firefly-algorithm metaheuristics salp-swarm-optimization harris-hawks-optimization bat-algorithm ant-lion-optimizer grey-wolf-optimizer moth-flame-optimization flower-pollination-algorithm whale-optimization-algorithm multi-verse-optimizer
  • Updated Mar 4, 2021
  • MATLAB

EMI-Group / evox

Star 149

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

neuroevolution gym gpu-acceleration evolutionary-algorithms multi-objective-optimization ray black-box-optimization evolutionary-computation evolutionary-strategies metaheuristics jax evolutionary-optimization derivative-free-optimization gradient-free-optimization population-based-optimization brax evolutionary-reinforcement-learinig
  • Updated May 2, 2024
  • Python

JuliaNonconvex / Nonconvex.jl

Star 110

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

optimization automatic-differentiation evolutionary-algorithms global-optimization black-box-optimization semidefinite-programming bayesian-optimization nonlinear-optimization nonlinear-programming metaheuristics discrete-optimization derivative-free-optimization method-of-moving-asymptotes implicit-differentiation gradient-based-optimisation augmented-lagrangian-method interior-point-optimizer surrogate-assisted-optimization mixed-integer-nonlinear-programming
  • Updated Jan 23, 2024
  • Julia

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