pythonds.basic_PySwarms是一个用于粒子群优化（PSO）的Python可扩展研究工具包

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最新推荐文章于 2025-07-25 17:30:31 发布

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PySwarms是一个用Python实现的粒子群优化（PSO）研究工具包，适合研究人员、实践者和学生使用。它提供了一个高级声明式接口来实现PSO，并包含内置目标函数、绘图环境、超参数搜索工具等特性。安装可以通过pip或直接从GitHub克隆。基本用法包括优化问题、获取历史记录和可视化。此外，PySwarms还支持超参数搜索工具和 Swarm 视觉化功能。

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PySwarms is an extensible research toolkit for particle swarm optimization (PSO) in Python.

It is intended for swarm intelligence researchers, practitioners, and students who prefer a high-level declarative interface for implementing PSO in their problems. PySwarms enables basic optimization with PSO and interaction with swarm optimizations. Check out more features below!

Free software: MIT license

Python versions: 3.5 and above

Features

High-level module for Particle Swarm Optimization. For a list of all optimizers, check this link.

Built-in object