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kiegroup / optaplanner

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 constraint-satisfaction-problem artificial-intelligence constraints vehicle-routing-problem constraint-programming traveling-salesman local-search simulated-annealing constraint-solver tabu-search branch-and-bound metaheuristics rostering employee-rostering traveling-salesman-problem mathematical-optimization

Updated Sep 27, 2022
Java

ljvmiranda921 / pyswarms

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A research toolkit for particle swarm optimization in Python

machine-learning algorithm optimization global-optimization optimization-tools optimization-algorithms particle-swarm-optimization pso metaheuristics discrete-optimization swarm-intelligence

Updated Aug 11, 2022
Python

MaxHalford / eaopt

Sponsor

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🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

go machine-learning optimization genetic-algorithm parallel evolutionary-algorithms differential-evolution speciation evolutionary-computation particle-swarm-optimization metaheuristics

Updated Apr 5, 2021
Go

jenetics / jenetics

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Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

java machine-learning optimization genetic-algorithm artificial-intelligence genetic-programming evolutionary-algorithms parallel-algorithm evolutionary-strategy multiobjective-optimization grammatical-evolution metaheuristics java17

Updated Sep 23, 2022
Java

esa / pagmo2

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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 Sep 22, 2022
C++

100 / Solid

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🎯 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

jMetal / jMetal

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jMetal: a framework for multi-objective optimization with metaheuristics

java multiobjective-optimization metaheuristics software-framework

Updated Sep 19, 2022
Java

jMetal / jMetalPy

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A framework for single/multi-objective optimization with metaheuristics

python optimization pareto-front nsga-ii multiobjective-optimization metaheuristics jmetal jmetal-framework smpso

Updated Aug 16, 2022
Python

7ossam81 / EvoloPy

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EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

framework optimization evolutionary-algorithms metaheuristics swarm-intelligence

Updated Jul 6, 2022
Jupyter Notebook

optapy / optapy

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OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.

python python3 artificial-intelligence np-hard np-complete vehicle-routing-problem local-search simulated-annealing tabu-search metaheuristics employee-rostering task-assignment traveling-salesman-problem mathematical-optimization

Updated Sep 2, 2022
Python

avaneev / biteopt

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Derivative-Free Optimization Method for Global Optimization (C++)

c-plus-plus deep-learning cpp optimization genetic-algorithm artificial-intelligence evolutionary-algorithms constraint-programming optimization-methods differential-evolution optimization-tools nelder-mead optimization-algorithms hyper-parameters stochastic-optimizers metaheuristics mixed-integer-programming stochastic-optimization-algorithms biteopt probabilistic-computing

Updated Sep 14, 2022
C++

rwuilbercq / Hive

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Artificial Bee Colony Algorithm in Python.

metaheuristics stochastic-optimization artificial-bee-colony

Updated Apr 19, 2021
Python

JingweiToo / Wrapper-Feature-Selection-Toolbox

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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

nojhan / paradiseo

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An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers

algorithm framework cpp optimization parallelization cpp17 evolutionary-algorithm solvers optimization-algorithms metaheuristics search-heuristics paradiseo

Updated Sep 10, 2022
C++

dungtran209 / Modelling-and-Analysis-of-a-Vehicle-Routing-Problem-with-Time-Windows-in-Freight-Delivery

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A MSc's Dissertation Project which focuses on Vehicle Routing Problem with Time Windows (VRPTW), using both exact method and heuristic approach (General Variable Neighbourhood Search)

optimization python3 vehicle-routing-problem vrp cplex heuristics metaheuristics vns vrptw