{"id":20644676,"url":"https://github.com/epistasislab/safe","last_synced_at":"2025-10-05T22:52:42.170Z","repository":{"id":74012289,"uuid":"169765471","full_name":"EpistasisLab/SAFE","owner":"EpistasisLab","description":"The SAFE Algorithm: Solution and Fitness Evolution","archived":false,"fork":false,"pushed_at":"2022-06-09T10:02:55.000Z","size":179,"stargazers_count":4,"open_issues_count":1,"forks_count":5,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-16T02:08:45.225Z","etag":null,"topics":["automation","coevoluton","evolutionary-algorithms","python"],"latest_commit_sha":null,"homepage":null,"language":"Python","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/EpistasisLab.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,"zenodo":null}},"created_at":"2019-02-08T16:35:36.000Z","updated_at":"2024-01-23T13:49:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"8555c34b-be3e-4b7a-8080-fa5923791067","html_url":"https://github.com/EpistasisLab/SAFE","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/EpistasisLab/SAFE","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FSAFE","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FSAFE/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FSAFE/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FSAFE/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/EpistasisLab","download_url":"https://codeload.github.com/EpistasisLab/SAFE/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FSAFE/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278532356,"owners_count":26002346,"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","status":"online","status_checked_at":"2025-10-05T02:00:06.059Z","response_time":54,"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":["automation","coevoluton","evolutionary-algorithms","python"],"created_at":"2024-11-16T16:17:13.939Z","updated_at":"2025-10-05T22:52:42.164Z","avatar_url":"https://github.com/EpistasisLab.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# The SAFE Algorithm: Solution and Fitness Evolution\n\n* `maze`: The code accompanying the paper: [M. Sipper, J. H. Moore, and R. J. Urbanowicz, \"Solution and fitness evolution (SAFE): Coevolving solutions and their objective functions\", in _Genetic Programming - 22nd European Conference_, EuroGP 2019, L. Sekanina et al. Eds, 2019](https://drive.google.com/file/d/1kdQQlH11jPNx0goYIjEc9CH3vK8osBK_/view). \n\n* `multiobj`: The code accompanying the paper: [M. Sipper, J. H. Moore, and R. J. Urbanowicz, \"Solution and Fitness Evolution (SAFE): A Study of Multiobjective Problems\", in _Proceedings of 2019 IEEE Congress On Evolutionary Computation_, 2019](https://drive.google.com/file/d/1afEBiYmqdp2IsTbeZUJICfRabQM_7nlN/view).\n\nAlso: [M. Sipper, J. H. Moore, and R. J. Urbanowicz, New pathways in coevolutionary computation, Genetic Programming Theory and Practice XVII (GPTP 2019), Springer Nature Switzerland AG, 2020](https://drive.google.com/file/d/1dkTRJyTUS3fQF0ibertHoM8wscJVgGXS/view?usp=sharing).\n\n\n\nIf you wish to cite this work:\n```\n@misc{sipper2018know,\n  title={To know the objective is not (necessarily) to know the objective function},\n  author={Sipper, Moshe and Urbanowicz, Ryan J and Moore, Jason H},\n  journal={BioData mining},\n  volume={11},\n  number={1},\n  pages={1--3},\n  year={2018},\n  publisher={BioMed Central}\n}\n\n@inproceedings{sipper2019solution,\n  title={Solution and fitness evolution (SAFE): Coevolving solutions and their objective functions},\n  author={Sipper, Moshe and Moore, Jason H and Urbanowicz, Ryan J},\n  booktitle={European Conference on Genetic Programming},\n  pages={146--161},\n  year={2019},\n  organization={Springer}\n}\n\n@inproceedings{sipper2019solution,\n  title={Solution and fitness evolution (SAFE): A study of multiobjective problems},\n  author={Sipper, Moshe and Moore, Jason H and Urbanowicz, Ryan J},\n  booktitle={2019 IEEE Congress on Evolutionary Computation (CEC)},\n  pages={1868--1874},\n  year={2019},\n  organization={IEEE}\n}\n\n@article{sipper2020new,\n  title={New Pathways in Coevolutionary Computation},\n  author={Sipper, Moshe and Moore, Jason H and Urbanowicz, Ryan J},\n  journal={Genetic Programming Theory and Practice XVII},\n  pages={295},\n  year={2020},\n  publisher={Springer Nature}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fepistasislab%2Fsafe","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fepistasislab%2Fsafe","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fepistasislab%2Fsafe/lists"}