{"id":19011256,"url":"https://github.com/drakmord2/node-swarm-intelligence","last_synced_at":"2026-04-28T12:34:53.822Z","repository":{"id":52162307,"uuid":"135690803","full_name":"Drakmord2/node-swarm-intelligence","owner":"Drakmord2","description":"NodeJS implementation of Swarm Intelligence algorithms","archived":false,"fork":false,"pushed_at":"2022-12-07T16:16:01.000Z","size":1134,"stargazers_count":0,"open_issues_count":4,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-21T15:51:30.291Z","etag":null,"topics":["artificial-intelligence","expressjs","gui","nodejs","swarm-intelligence","visualization"],"latest_commit_sha":null,"homepage":null,"language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Drakmord2.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-06-01T08:33:39.000Z","updated_at":"2019-07-12T10:24:55.000Z","dependencies_parsed_at":"2023-01-24T18:04:39.420Z","dependency_job_id":null,"html_url":"https://github.com/Drakmord2/node-swarm-intelligence","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Drakmord2/node-swarm-intelligence","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Drakmord2%2Fnode-swarm-intelligence","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Drakmord2%2Fnode-swarm-intelligence/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Drakmord2%2Fnode-swarm-intelligence/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Drakmord2%2Fnode-swarm-intelligence/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Drakmord2","download_url":"https://codeload.github.com/Drakmord2/node-swarm-intelligence/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Drakmord2%2Fnode-swarm-intelligence/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32381686,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-28T11:25:28.583Z","status":"ssl_error","status_checked_at":"2026-04-28T11:25:05.435Z","response_time":56,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: 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":["artificial-intelligence","expressjs","gui","nodejs","swarm-intelligence","visualization"],"created_at":"2024-11-08T19:13:53.977Z","updated_at":"2026-04-28T12:34:53.807Z","avatar_url":"https://github.com/Drakmord2.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# NodeJS Swarm Intelligence\nNodeJS implementation of Swarm Intelligence algorithms with visualization\n\n## Swarm Intelligence\nSwarm intelligence (SI) is the collective behavior of decentralized, \nself-organized systems, natural or artificial.\nSI systems consist typically of a population of simple agents or boids \ninteracting locally with one another and with their environment. \nThe inspiration often comes from nature, especially biological systems.\n\n## Algorithms\n- **Particle Swarm Optimization** ([PSO](https://en.wikipedia.org/wiki/Particle_swarm_optimization))\n  \n- **Fish School Search** ([FSS](https://en.wikipedia.org/wiki/Fish_School_Search))\n\n- **Artificial Bee Colony** ([ABC](https://en.wikipedia.org/wiki/Artificial_bee_colony_algorithm))\n  \n## How to use\nThe quickest way to get started is by starting a [Docker](https://www.docker.com/what-docker) \ncontainer with docker-compose.\n\n```bash\n$\u003e docker-compose up --build\n```\n\nAfter setting up you can use this software in two ways:\n\n- **Web Interface**\n  - Just type ```http://localhost:8181``` on your browser and you're good to go.\n\n![Web Interface](https://github.com/Drakmord2/node-swarm-intelligence/blob/master/src/public/images/main.png)\n\n- **REST API**\n  - Using a tool like [Postman](https://www.getpostman.com/) you can send requests to the NodeJS server and get\nthe raw data for the web interface or the simplified data for convergence graphs.\n\n  - **Routes**\n    - ```POST /pso /fss /abc```\n    - ```POST /pso/stats /fss/stats /abc/stats```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrakmord2%2Fnode-swarm-intelligence","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdrakmord2%2Fnode-swarm-intelligence","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrakmord2%2Fnode-swarm-intelligence/lists"}