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guofei9987 / scikit-opt

Star 5k

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

optimization genetic-algorithm artificial-intelligence simulated-annealing tsp particle-swarm-optimization pso travelling-salesman-problem fish-swarms immune ant-colony-algorithm heuristic-algorithms immune-algorithm
  • Updated Apr 26, 2024
  • Python
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 9, 2024
  • Java
Gradient-Free-Optimizers

SimonBlanke / Gradient-Free-Optimizers

Star 1.1k

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

machine-learning optimization constrained-optimization hyperparameter-optimization meta-heuristic simulated-annealing hill-climbing bayesian-optimization nelder-mead random-search particle-swarm-optimization evolution-strategies blackbox-optimization gradient-free-optimization tree-of-parzen-estimator hyperactive
  • Updated May 9, 2024
  • Python

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

accel-brain / accel-brain-code

Star 298

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation net…

reinforcement-learning deep-learning deep-reinforcement-learning q-learning lstm generative-adversarial-network semi-supervised-learning restricted-boltzmann-machine transfer-learning simulated-annealing deep-q-network automatic-summarization combinatorial-optimization quantum-monte-carlo auto-encoder quantum-annealing energy-based-model self-supervised-learning multi-agent-reinforcement-learning
  • Updated Dec 26, 2023
  • Python

snrazavi / AI-Programming-using-Python

Star 69

This repository contains implementation of different AI algorithms, based on the 4th edition of amazing AI Book, Artificial Intelligence A Modern Approach

genetic-algorithm astar-algorithm simulated-annealing hill-climbing searching-algorithms breadth-first-search depth-first-search uniform-cost-search iterative-deepening-search greedy-search npuzzle astar-search-algorithm depth-limited-search
  • Updated Oct 2, 2021
  • Jupyter Notebook

HeXavi8 / Mathematical-Modeling

Star 67

A sharing of the learning process of mathematical modeling 数学建模常用工具模型算法分享：数学建模竞赛优秀论文，数学建模常用算法模型，LaTeX论文模板，SPSS工具分享。

latex monte-carlo genetic-algorithm markov-chain spss least-squares logistic-regression simulated-annealing mathematical-modelling bpnn time-series-analysis wavelet-analysis data-envelopment-analysis topsis-python3 mcm-icm entropy-weight-method
  • Updated Feb 20, 2023
  • Jupyter Notebook
Chips-n-Salsa

cicirello / Chips-n-Salsa

Sponsor
Star 52

A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms

java optimization genetic-algorithm scheduling parallel-computing multithreading mutation local-search permutations search-algorithm simulated-annealing adaptive hill-climbing evolutionary-computation metaheuristics discrete-optimization stochastic-sampling hbss vbss randomized-heuristics
  • Updated May 6, 2024
  • Java

sharma-n / global_optimization

Star 50

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

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