{"id":25703233,"url":"https://github.com/tomtkg/smoa","last_synced_at":"2026-05-29T16:31:17.922Z","repository":{"id":113000896,"uuid":"494360192","full_name":"tomtkg/SMOA","owner":"tomtkg","description":"Supervised Multi-objective Optimization Algorithm","archived":false,"fork":false,"pushed_at":"2023-08-11T14:57:00.000Z","size":19,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-25T05:32:10.457Z","etag":null,"topics":["matlab","multi-objective-optimization","optimization-algorithm"],"latest_commit_sha":null,"homepage":"","language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tomtkg.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-05-20T07:13:26.000Z","updated_at":"2023-08-12T00:45:23.000Z","dependencies_parsed_at":"2023-07-23T02:49:30.222Z","dependency_job_id":null,"html_url":"https://github.com/tomtkg/SMOA","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/tomtkg/SMOA","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomtkg%2FSMOA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomtkg%2FSMOA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomtkg%2FSMOA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomtkg%2FSMOA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tomtkg","download_url":"https://codeload.github.com/tomtkg/SMOA/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomtkg%2FSMOA/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33662205,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-29T02:00:06.066Z","response_time":107,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["matlab","multi-objective-optimization","optimization-algorithm"],"created_at":"2025-02-25T05:28:32.805Z","updated_at":"2026-05-29T16:31:17.916Z","avatar_url":"https://github.com/tomtkg.png","language":"MATLAB","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Supervised Multi-objective Optimization Algorithm\n[![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=tomtkg/SMOA)\n![](https://img.shields.io/github/languages/code-size/tomtkg/SMOA)\n![](https://img.shields.io/github/last-commit/tomtkg/SMOA)\n\n## How to use\nSMOA.m is main file. You can execute SMOA.m like \n```MATLAB\nmatlab -batch SMOA\n```\n\nSimilar code is also implemented in the [PlatEMO](https://github.com/BIMK/PlatEMO).  \nIt is located at [PlatEMO/Algorithms/Multi-objective optimization/SMOA](https://github.com/BIMK/PlatEMO/tree/master/PlatEMO/Algorithms/Multi-objective%20optimization/SMOA).\n\n## Reference\nTomoaki Takagi, Keiki Takadama, and Hiroyuki Sato: **Supervised Multi-objective Optimization Algorithm Using Estimation**, Proc. of IEEE Congress on Evolutionary Computation (CEC2022), pp. 1--8, 2022. [DOI](https://doi.org/10.1109/CEC55065.2022.9870375).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomtkg%2Fsmoa","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftomtkg%2Fsmoa","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomtkg%2Fsmoa/lists"}