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apache / incubator-kie-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 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 Dec 4, 2024
Java

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

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 Oct 2, 2023
Java

mcfadd / Job_Shop_Schedule_Problem

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Parallel Tabu Search and Genetic Algorithm for the Job Shop Schedule Problem with Sequence Dependent Set Up Times

python genetic-algorithm cython job-scheduler np-hard combinatorics tabu-search combinatorial-optimization job-shop-schedulling job-shop-scheduling-problem

Updated Mar 7, 2021
Python

afurculita / VehicleRoutingProblem

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Vehicle Routing Problem solved using Ant Colony System, Greedy and Tabu Search algorithms

greedy vrp acs tabu-search

Updated Feb 5, 2018
Java

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 Local Search, Variable Neighborhood Search, NSGA-II, Genetic Programming etc. Examples for Traveling Salesman, Vehicle Routing, Knapsack Problem, etc.

optimization genetic-algorithm ils genetic-programming vehicle-routing-problem multi-objective-optimization heuristics optimization-tools pareto-front nsga-ii tabu-search optimization-framework metaheuristics travelling-salesman-problem vns best-improvement first-improvement timetabling multi-improvement

Updated Jun 3, 2024
C++

mahdims / 3D-bin-packing

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Tabu search and Genetic algorithm implementation for container loading problem (3D bin packing)

optimization genetic-algorithm object-oriented pyhton tabu-search metaheuristic container-loading 3d-packing pattern-generation placement-algorithm

Updated Nov 7, 2020
Python

nimich / VehicleRouting

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A solution for Vehicle Routing Problem (VRP) in Java with heuristic algorithms and Tabu search

java vehicle-routing-problem tabu-search heuristic-search-algorithms

Updated Jul 21, 2017
Java

ccssmnn / hego

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Metaheuristics / Blackbox Optimization Algorithms for Go: Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Tabu Search, Particle Swarm Optimization ...

go optimization genetic-algorithm simulated-annealing ant-colony-optimization evolutionary-algorithm optimization-algorithms particle-swarm-optimization tabu-search

Updated Feb 20, 2022
Go

sharma-n / global_optimization

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Heuristic global optimization algorithms in Python

python evolution genetic-algorithm pathfinding hyperparameter-optimization vehicle-routing-problem global-optimization simulated-annealing ant-colony-optimization dds genetic-algorithms particle-swarm-optimization pso nsga-ii tabu-search heuristic-optimization nsga2 travelling-salesman-problem surrogate-based-optimization dynamically-dimensioned-search

Updated Mar 27, 2021
Jupyter Notebook

snowberryfield / printemps

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C++ metaheuristics modeler/solver for general integer optimization problems.

optimization tabu-search integer-programming metaheuristics combinatorial-optimization

Updated Nov 20, 2024
C++

mahdims / Branch-and-price-

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This is my implementation of a branch and price algorithm to solve the humanitarian aid distribution problem. This problem is a VRP with a specific objective function

linear-programming python3 decomposition vehicle-routing-problem vrp multi-objective-optimization tsp mathematical-modelling tabu-search branch-and-price integer-programming branch-and-bound grasp travelling-salesman-problem column-generation or-tools orienteering-problem

Updated Feb 22, 2024
Python

theosotr / tabu_search-vrpcd

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A Tabu Search algorithm for the Vehicle Routing Problem with Cross-Docking.

python algorithms optimization vehicle-routing-problem tabu-search metaheuristic

Updated Mar 5, 2017
Python

CarlossShi / tsp-meta-heuristic

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Python implementation of Tabu Search (TB), Genetic Algorithm (GA), and Simulated Annealing (SA) solving Travelling Salesman Problem (TSP). Term project of Intelligent Optimization Methods, UCAS course 070105M05002H. 禁忌搜索, 遗传算法, 模拟退火解旅行商问题的Python实现. 中国科学院大学现代智能优化方法大作业.

genetic-algorithm ucas sa simulated-annealing ga tsp tabu-search travelling-salesman-problem tb 070105m05002h