Search Results - RepositoryStats

993

5.3k

mit

47

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

pso tsp immune fish-swarms optimization immune-algorithm genetic-algorithm simulated-annealing ant-colony-algorithm heuristic-algorithms artificial-intelligence particle-swarm-optimization travelling-salesman-problem

Created 2017-12-05

343 commits to master branch, last one 6 months ago

pyswarms ljvmiranda921

333

1.3k

mit

40

A research toolkit for particle swarm optimization in Python

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

Created 2017-07-12

415 commits to master branch, last one about a year ago

Hyperparameter-Optimization-of-Machine-Learning-Algorithms LiYangHart

300

1.3k

mit

89

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Created 2020-07-23

40 commits to master branch, last one 2 years ago

Gradient-Free-Optimizers SimonBlanke

84

1.2k

mit

22

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

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

Created 2020-04-04

937 commits to master branch, last one 14 days ago

mealpy thieu1995

189

921

gpl-3.0

15

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

metaheuristics genetic-algorithm swarm-intelligence whale-optimization grey-wolf-optimizer hunger-games-search production-planning equilibrium-optimizer location-optimization schedule-optimization slime-mould-algorithm differential-evolution bio-inspired-optimization harris-hawks-optimization supply-chain-optimization harris-hawks-optimizationg nature-inspired-algorithms particle-swarm-optimization arithmetic-optimization-algorithm henry-gas-solubility-optimization

Created 2020-03-16

1,759 commits to master branch, last one 6 months ago

eaopt MaxHalford

96

890

mit

32

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

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

Created 2016-01-31

348 commits to master branch, last one 9 months ago

optim kthohr

136

827

apache-2.0

39

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

cpp bfgs cpp11 eigen lbfgs optim eigen3 newton openmp armadillo optimization gradient-descent differential-evolution openmp-parallelization evolutionary-algorithms optimization-algorithms automatic-differentiation particle-swarm-optimization numerical-optimization-methods

Created 2017-06-14

307 commits to master branch, last one 7 months ago

Grokking-Artificial-Intelligence-Algorithms rishal-hurbans

115

333

agpl-3.0

11

The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

ai python algorithm q-learning machine-learning search-algorithm genetic-algorithm linear-regression reinforcement-learning ant-colony-optimization evolutionary-algorithms classification-algorithm machine-learning-algorithms particle-swarm-optimization

Created 2019-05-29

35 commits to master branch, last one 3 years ago

metaheuristics thieu1995

82

283

apache-2.0

15

Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)

genetic-algorithm sailfish-optimizer whale-optimization pathfinder-algorithm seagull-optimization artificial-bee-colony butterfly-optimization cat-swarm-optimization queue-search-algorithm the-sailfish-optimizer tug-of-war-optimization atom-search-optimization coral-reefs-optimization harris-hawks-optimization particle-swarm-optimization mouth-brooding-fish-algorithm nuclear-reaction-optimization bacterial-foraging-optimization sandpiper-optimization-algorithm differential-evolution-optimization

Created 2019-05-16

62 commits to master branch, last one 2 years ago

particle-swarm-optimization nathanrooy

123

260

gpl-3.0

8

Learn about particle swarm optimization (PSO) through Python!

pso python tutorial minimization optimization particle-swarm-optimization

Created 2016-08-31

31 commits to master branch, last one 3 years ago

Wrapper-Feature-Selection-Toolbox-Python JingweiToo

69

258

bsd-3-clause

5

This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.

wrapper data-mining bat-algorithm cuckoo-search classification machine-learning feature-selection firefly-algorithm genetic-algorithm grey-wolf-optimizer salp-swarm-algorithm sine-cosine-algorithm differential-evolution harris-hawks-optimization particle-swarm-optimization flower-pollination-algorithm whale-optimization-algorithm

Created 2020-12-25

38 commits to main branch, last one 3 years ago

zoofs jaswinder9051998

46

245

apache-2.0

5

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's ea...

python grey-wolf optimization particle-swarm machinelearning machine-learning subset-selection feature-selection genetic-algorithm optimization-tools grey-wolf-optimizer supervised-learning optimization-methods evolutionary-algorithms optimization-algorithms machine-learning-algorithms particle-swarm-optimization

Created 2020-07-11

264 commits to master branch, last one about a year ago

pypop Evolutionary-Intelligence

34

221

gpl-3.0

6

[***JMLR-2024***] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* versions/variants (e.g., evolutionary algorithms, swarm-based optimizers, pa...

direct-search random-search genetic-algorithms global-optimization evolution-strategies black-box-optimization differential-evolution nonlinear-optimization numerical-optimization continuous-optimization evolutionary-algorithms optimization-algorithms large-scale-optimization zeroth-order-optimization gradient-free-optimization particle-swarm-optimization consensus-based-optimization derivative-free-optimization population-based-optimization estimation-of-distribution-algorithms

Created 2021-01-26

7,788 commits to main branch, last one 8 days ago

bio_ik TAMS-Group

82

211

bsd-3-clause

16

MoveIt kinematics_base plugin based on particle optimization & GA

ros bio-ik moveit robotics ik-solver optimization robot-control genetic-algorithm inverse-kinematics convex-optimization robot-motion-planning evolutionary-algorithm artificial-intelligence non-convex-optimization particle-swarm-optimization

Created 2017-09-22

184 commits to master branch, last one about a year ago

Wrapper-Feature-Selection-Toolbox JingweiToo

36

172

bsd-3-clause

3

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.

data-mining bat-algorithm cuckoo-search metaheuristics machine-learning feature-selection firefly-algorithm genetic-algorithm ant-lion-optimizer grey-wolf-optimizer multi-verse-optimizer differential-evolution ant-colony-optimization moth-flame-optimization salp-swarm-optimization harris-hawks-optimization particle-swarm-optimization flower-pollination-algorithm whale-optimization-algorithm

Created 2020-12-09

34 commits to main branch, last one 3 years ago

Computational-intelligence doFighter

18

151

gpl-3.0

2

记录计算智能优化算法的学习笔记，通过阅读论文并复现的形式加深对相关的启发式智能优化的理解。

firefly-algorithm wolf-pack-algorithm ant-colony-algorithm harris-hawks-optimizer sparrow-search-algorithm particle-swarm-optimization

Created 2022-01-04

22 commits to main branch, last one about a year ago

DistributedEvolutionaryComputation Evolutionary-Intelligence

34

123

cc0-1.0

3

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distrib...

nas automl swarm-robotics machine-learning genetic-algorithm swarm-intelligence genetic-programming evolutionary-robotics ant-colony-optimization artificial-intelligence evolutionary-algorithms evolutionary-strategies optimization-algorithms evolutionary-computation particle-swarm-optimization parallel-evolutionary-algorithms distributed-artificial-intelligence distributed-evolutionary-algorithms

Created 2021-01-26

3,072 commits to main branch, last one 3 days ago

SPSO duongpm

24

89

other

2

Spherical Vector-based Particle Swarm Optimization

drone pathfinding optimization path-planning obstacle-avoidance path-planning-algorithm unmanned-aerial-vehicle particle-swarm-optimization

Created 2021-03-29

13 commits to main branch, last one 24 days ago

PathPlanning gabrielegilardi

23

81

mit

1

Implementation of particle swarm optimization (PSO) for path planning when the environment is known.

python spline penalty path-planning obstacle-violations particle-swarm-optimization

Created 2021-02-28

15 commits to main branch, last one 2 years ago

Hybrid-GWOPSO-optimization earthat

17

81

unknown

1

This script implements the hybrid of PSO and GWO optimization algorithm.

pso hybrid free-thesis gray-wolf-optimization optimization-algorithms gwo-optimization-algorithm hybrid-gwopso-optimization particle-swarm-optimization

Created 2018-09-26

7 commits to master branch, last one about a year ago

Travelling_Salesman_Optimization rameziophobia

20

79

mit

2

Python implementation for TSP using Genetic Algorithms, Simulated Annealing, PSO (Particle Swarm Optimization), Dynamic Programming, Brute Force, Greedy and Divide and Conquer

pso tsp algorithms visualizations genetic-algorithms simulated-annealing particle-swarm-optimization travelling-salesman-problem

Created 2020-05-31

25 commits to master branch, last one 4 years ago

pso-clustering iralabdisco

38

68

gpl-2.0

10

PSO-Clustering algorithm [Matlab code]

pso k-means tutorial clustering hybrid-pso pso-clustering clustering-algorithm clustering-evaluation particle-swarm-optimization

Created 2014-07-24

6 commits to master branch, last one 3 years ago

LibOptimization tomitomi3

19

60

mit

6

LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ

pso algorithm nelder-mead optimization firefly-algorithm genetic-algorithm evolution-strategies heuristic-optimization optimization-algorithm optimization-algorithms derivative-free-algorithm particle-swarm-optimization numerical-optimization-library optimization-algorithm-library

Created 2014-12-02

286 commits to develop branch, last one about a year ago

hego ccssmnn

7

54

mit

4

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

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

Created 2020-12-23

84 commits to master branch, last one 2 years ago

global_optimization sharma-n

15

53

unknown

2

Heuristic global optimization algorithms in Python

Created 2020-05-10

8 commits to master branch, last one 3 years ago

MPSO duongpm

14

52

other

1

Motion-Encoded Particle Swarm Optimization Algorithm

optimization target-search optimal-search unmanned-aerial-vehicle particle-swarm-optimization

Created 2020-10-04

16 commits to main branch, last one 24 days ago

OASW-Concept-Drift-Detection-and-Adaptation Western-OC2-Lab

16

51

mit

3

An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" published in ...