pyswarms 开源项目推荐（12 个）

Bhavya1705 /WindFarmOptimization

使用粒子群优化（使用PySwarm完成）和循环填充的风电场优化。

mohammad95labbaf /PSO-GA-Strategy-Optimization

该存储库专注于优化EURUSD货币对的趋势交易策略。通过结合粒子群算法和遗传算法，目标是最大化收益，同时最小化风险。该策略基于超级趋势和EMA条件考虑买入和卖出信号，每笔交易的固定佣金为3点。

mstapaj /Inteligencja_Obliczeniowa_Projekt_I

一个使用遗传算法和群智能解决无图谜题的项目。该项目比较了不同尺寸的非图图不同解决方案的性能和质量。该程序是使用pygad和pyswarmers包用Python编写的。

S-i-m-a-o /moto-gp-calendar-numerical-optimisation

使用模拟安妮、遗传算法和粒子群优化优化MotoGP日历。

fatmanurkaragozz /ddos-heuristic-feature-selection

Genetic Algorithm & PSO feature selection for cloud DDoS detection on the BCCC-cPacket-Cloud-DDoS-2024 dataset — 317→15 features, macro-F1 0.87→0.91

georginaalbadri /reaction-advection-diffusion

反应-平流-扩散偏出方程的一维和二维轴对称解算器。还包括应用：参数扫描、参数敏感性分析（SALib）、参数优化（PSO -pyswarm）。

MollyKhandelwal /aqi-forecasting-pso

Automated AQI forecasting framework using Particle Swarm Optimization (PSO) and Python for environmental time-series prediction.

phbillet /SwaNN

SwaNN is a simple framework for neural network training with particle swarm optimization.

TrixiePhany /Pyswarm-Optimization

To optimize the hyperparameters of the SVM model to maximize the accuracy. Define a function that takes the hyperparameters as input and returns the negative accuracy (since PSO minimizes the objective function) in python

EstevesX10 /Particle-Swarm-Optimization

PSO Algorithm Development (From Scratch and with Pyswarms)

apethani21 /random

该项目在 GitHub 上没有填写描述

chenlamchan /Optimisation-PSO-Job-Scheduling-in-Production

This is about a project on optimization of job schedule and machine assignment using optimization algorithm (PSO) to minimize the total manufacturing costs.