{"id":21022553,"url":"https://github.com/alro10/genetic-algorithm-optimization","last_synced_at":"2025-10-30T15:38:12.591Z","repository":{"id":121033025,"uuid":"89803070","full_name":"Alro10/genetic-algorithm-optimization","owner":"Alro10","description":" Genetic Algorithm (GA)  for 2D periodic function","archived":false,"fork":false,"pushed_at":"2019-04-10T02:17:04.000Z","size":74,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-20T13:27:28.021Z","etag":null,"topics":["dimension-optimization-problem","evolutionary-algorithms","genetic-algorithm","matlab","optimization-algorithms"],"latest_commit_sha":null,"homepage":"","language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Alro10.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2017-04-29T17:58:59.000Z","updated_at":"2023-05-14T05:10:49.000Z","dependencies_parsed_at":"2024-01-14T20:49:14.529Z","dependency_job_id":"8974234a-39bb-488e-89f6-3640132e5e43","html_url":"https://github.com/Alro10/genetic-algorithm-optimization","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alro10%2Fgenetic-algorithm-optimization","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alro10%2Fgenetic-algorithm-optimization/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alro10%2Fgenetic-algorithm-optimization/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alro10%2Fgenetic-algorithm-optimization/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Alro10","download_url":"https://codeload.github.com/Alro10/genetic-algorithm-optimization/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243456567,"owners_count":20293904,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["dimension-optimization-problem","evolutionary-algorithms","genetic-algorithm","matlab","optimization-algorithms"],"created_at":"2024-11-19T11:12:46.285Z","updated_at":"2025-10-30T15:38:12.491Z","avatar_url":"https://github.com/Alro10.png","language":"MATLAB","funding_links":[],"categories":[],"sub_categories":[],"readme":"# genetic-algorithm-optimization\n Genetic Algorithm (GA) is a common technique in Evolutionary Computation using to solve optimization problems. When I was studying my master degree I did a GA to solve two dimension optimization problem for f(x,y). The function is periodic, and the objective is to find a maximum of this function between [-1,2].\n\n```python\n f(x,y) = x*sin(4*pi*x) - y*sin(4*pi+pi) + 1\n ```\n\n \u003cp align=\"center\"\u003e\n \u003cimg src=\"https://github.com/Alro10/genetic-algorithm-optimization/blob/master/fx.png\" alt=\"alt text\" width=\"80%\" height=\"80%\"\u003e\n \u003c/p\u003e\n\n Run by yourself!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falro10%2Fgenetic-algorithm-optimization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falro10%2Fgenetic-algorithm-optimization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falro10%2Fgenetic-algorithm-optimization/lists"}