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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["adaptive","optimization","particle-swarm-optimization","python3","vectorization"],"created_at":"2025-10-09T16:55:53.831Z","updated_at":"2026-02-25T10:36:14.459Z","avatar_url":"https://github.com/FilippoAiraldi.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Vectorized Particle Swarm Optimization\n\n**vpso** is a Python package for adaptive Particle Swarm Optimization (PSO) [[1]](#1) that allows to run multiple similar optimization problems in a vectorized fashion.\n\n[![PyPI version](https://badge.fury.io/py/vpso.svg)](https://badge.fury.io/py/vpso)\n[![Source Code License](https://img.shields.io/badge/license-MIT-blueviolet)](https://github.com/FilippoAiraldi/multi-pso/blob/master/LICENSE)\n![Python 3.9](https://img.shields.io/badge/python-\u003e=3.9-green.svg)\n\n[![Tests](https://github.com/FilippoAiraldi/multi-pso/actions/workflows/ci.yml/badge.svg)](https://github.com/FilippoAiraldi/multi-pso/actions/workflows/ci.yml)\n[![Downloads](https://static.pepy.tech/badge/vpso)](https://www.pepy.tech/projects/vpso)\n[![Maintainability](https://api.codeclimate.com/v1/badges/746f504e874cffeedae2/maintainability)](https://codeclimate.com/github/FilippoAiraldi/vectorized-particle-swarm/maintainability)\n[![Test Coverage](https://api.codeclimate.com/v1/badges/746f504e874cffeedae2/test_coverage)](https://codeclimate.com/github/FilippoAiraldi/vectorized-particle-swarm/test_coverage)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n\n---\n\n## Installation\n\nTo install the package, run\n\n```bash\npip install vpso\n```\n\n**vpso** has the following dependencies\n\n- [Numba](https://numba.pydata.org/)\n- [SciPy](https://scipy.org/)\n- [typing_extensions](https://pypi.org/project/typing-extensions/).\n\nFor playing around with the source code instead, run\n\n```bash\ngit clone https://github.com/FilippoAiraldi/vectorized-particle-swarm.git\n```\n\n---\n\n## Usage\n\n\n---\n\n## Examples\n\nOur [examples](https://github.com/FilippoAiraldi/vectorized-particle-swarm/tree/master/examples) subdirectory contains a simple use-case to get started with.\n\n---\n\n## License\n\nThe repository is provided under the MIT License. See the LICENSE file included with this repository.\n\n---\n\n## Author\n\n[Filippo Airaldi](https://www.tudelft.nl/staff/f.airaldi/), PhD Candidate [f.airaldi@tudelft.nl | filippoairaldi@gmail.com]\n\n\u003e [Delft Center for Systems and Control](https://www.tudelft.nl/en/3me/about/departments/delft-center-for-systems-and-control/) in [Delft University of Technology](https://www.tudelft.nl/en/)\n\nCopyright (c) 2023 Filippo Airaldi.\n\nCopyright notice: Technische Universiteit Delft hereby disclaims all copyright interest in the program “vpso” (Vectorized Particle Swarm Optimization) written by the Author(s). Prof. Dr. Ir. Fred van Keulen, Dean of 3mE.\n\n---\n\n## References\n\n\u003ca id=\"1\"\u003e[1]\u003c/a\u003e\nZ. H. Zhan, J. Zhang, Y. Li and H. S. H. Chung, \"Adaptive Particle Swarm Optimization,\" in IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 39, no. 6, pp. 1362-1381, Dec. 2009, doi: 10.1109/TSMCB.2009.2015956.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffilippoairaldi%2Fvectorized-particle-swarm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffilippoairaldi%2Fvectorized-particle-swarm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffilippoairaldi%2Fvectorized-particle-swarm/lists"}