particle-swarm 开源项目推荐（17 个）

jaswinder9051998 /zoofs

Zoofs 是一个 Python 库，用于利用多种受自然启发的包装算法进行特征选择。这些算法涵盖了从群体智能到物理学再到进化论的范围。它易于使用，灵活且功能强大，可以帮你缩小特征尺寸。

smkalami /path-planning

Mobile Robot Path Planning and Obstacle Avoidance Using PSO in Python

kailin-lu /CUDA-PSO

particle swarm optimization with CUDA

sandyherho /dewi-kadita

Python library for 3D Couzin fish schooling simulations featuring Numba acceleration and novel oceanic entropy metrics for collective motion analysis.

hallelx2 /swarmtorch

PyTorch library bringing 120 metaheuristic optimization algorithms to deep learning, with GPU-batched fitness evaluation.

FTVarna /GA-HIDMS-PSO

Genetic Algorithm Assisted HIDMS-PSO: A Novel GA-PSO Hybrid Algorithm for Global Optimisation. Source code for the paper: IEEE Congress on Evolutionary Computation (CEC) https://ieeexplore.ieee.org/document/9504852

smkalami /ypea102-particle-swarm-optimization

Particle Swarm Optimization (PSO) in MATLAB

smkalami /ypea127-pso-in-python

Particle Swarm Optimization (PSO) in Python

TheCoolBT /ParticleSwarmSimulation

Interactive particle swarm optimization simulation in the browser — visualize swarm intelligence search behavior.

Li-Bot /eakit

EAKit is a Framework of Evolutionary Algorithms written in Swift

jonasmuller98 /optim-multiobjective

Multiobjective optimization

primeodin /optimization-king

Evolutionary strategy and particle swarm optimizer demos.

linluozi /optdelta-viz

Watch four metaheuristics search the same 2-D surface, in one self-contained HTML.

samirsaliba /PSO-Visualization

Simple visualization of how the Particle Swarm Optimization algorithm works using pygame.

linkingmon /AMOA

Advanced Method of Optimization (2022 Spring)

jvcanavarro /Particle-Swarm

Random Walk and PSO with Python

steffanylars /bio-inspired-algorithms

Bio-inspired and metaheuristic algorithms (genetic algorithms, PSO, ant colony, simulated annealing) applied to TSP, knapsack and graph coloring/partitioning.