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multi-objective-optimization

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optframe / optframe

Star 65

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++

HaiAu2501 / Black-Box-Optimization

Star 2

This repository provides practical implementations, examples, and insights into various optimization methods, making it easier to understand and apply these concepts.

python notebook optimization jupyter-notebook learn-to-code evolutionary-algorithms global-optimization multi-objective-optimization black-box-optimization evolutionary-computation optimization-algorithms evolution-strategies large-scale-optimization multi-task-optimization
  • Updated May 26, 2024
  • Jupyter Notebook

levitation-opensource / ai-safety-gridworlds

Star 6

Extended, multi-agent and multi-objective (MaMoRL) environments based on DeepMind's AI Safety Gridworlds. This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents. It is made compatible with OpenAI's Gym/Gymnasium and Farama Foundation PettingZoo.

simulation-environment constraint-satisfaction-problem artificial-intelligence multi-agent gym simulation-framework rl multi-objective-optimization gridworld ai-safety multiobjective human-player gridworld-environment reinforcement-learning-environments marl sideeffects multiobjective-learning morl pettingzoo pluralism
  • Updated May 25, 2024
  • Python

EMI-Group / evox

Star 159

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 25, 2024
  • Python

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