{"id":17111685,"url":"https://github.com/jbytecode/mccga","last_synced_at":"2025-03-23T22:22:12.537Z","repository":{"id":92231949,"uuid":"451964493","full_name":"jbytecode/MCCGA","owner":"jbytecode","description":"Machine-coded Compact Genetic Algorithms for real-valued optimization problems ","archived":false,"fork":false,"pushed_at":"2024-12-02T12:55:19.000Z","size":37,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-29T05:34:09.731Z","etag":null,"topics":["julia","optimization","optimization-algorithms"],"latest_commit_sha":null,"homepage":"","language":"Julia","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/jbytecode.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","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":"2022-01-25T16:56:02.000Z","updated_at":"2024-12-02T12:55:23.000Z","dependencies_parsed_at":"2024-12-01T01:42:20.796Z","dependency_job_id":"fafc8a3c-9024-407e-93ae-9b41de43d551","html_url":"https://github.com/jbytecode/MCCGA","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/jbytecode%2FMCCGA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbytecode%2FMCCGA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbytecode%2FMCCGA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbytecode%2FMCCGA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jbytecode","download_url":"https://codeload.github.com/jbytecode/MCCGA/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245176404,"owners_count":20572944,"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":["julia","optimization","optimization-algorithms"],"created_at":"2024-10-14T16:56:59.512Z","updated_at":"2025-03-23T22:22:12.515Z","avatar_url":"https://github.com/jbytecode.png","language":"Julia","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Warning: This algorithm is included in the Metaheuristics.jl package; please use the version available in that package.\n\n__________________________________________\n\n\n# MCCGA\nMachine-coded Compact Genetic Algorithms for real-valued optimization problems in Julia\n\n## Installation\n\n```julia\n] add https://github.com/jbytecode/MCCGA.git\n```\n\n## Updating the package\n\n```julia\n] update\n``` \n\n## Basic Usage\n\n```julia\nfunction f(x)\n        return (x[1] - 3.14159265)^2 + (x[2] - exp(1.0))^2\n    end\n\n    lower = [-100.0, -100.0]\n    upper = [100.0, 100.0]\n\n    result = MCCGA.mccga(\n        lower = lower,\n        upper = upper,\n        costfunction = f,\n        popsize = 100,\n        maxsamples = 10000,\n    )\n\nprintln(result)\n```\n\n## Citation\n- Satman, M. H. \u0026 Akadal, E. (2020). Machine Coded Compact Genetic Algorithms for Real Parameter Optimization Problems . Alphanumeric Journal , 8 (1) , 43-58 . DOI: 10.17093/alphanumeric.576919\n\n- Mehmet Hakan Satman, Emre Akadal, Makine Kodlu Hibrit Kompakt Genetik Algoritmalar Optimizasyon Yöntemi, Patent, TR, 2022/01, 2018-GE-510239\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjbytecode%2Fmccga","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjbytecode%2Fmccga","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjbytecode%2Fmccga/lists"}