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optaplanner

kiegroup / optaplanner

Star 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 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 Mar 24, 2023
  • Java

100 / Solid

Star 566

🎯 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

sharma-n / global_optimization

Star 36

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

mahdims / Branch-and-price-

Star 25

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 Sep 26, 2022
  • Python

CarlossShi / tsp-meta-heuristic

Star 23

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
  • Updated Sep 2, 2022
  • Python

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