{"id":"https://openalex.org/W2553683350","doi":"https://doi.org/10.5220/0006048201710177","title":"EvoloPy: An Open-source Nature-inspired Optimization Framework in Python","display_name":"EvoloPy: An Open-source Nature-inspired Optimization Framework in Python","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2553683350","doi":"https://doi.org/10.5220/0006048201710177","mag":"2553683350"},"language":"en","primary_location":{"id":"doi:10.5220/0006048201710177","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006048201710177","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006048201710177","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048560390","display_name":"Hossam Faris","orcid":"https://orcid.org/0000-0003-4261-8127"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Hossam Faris","raw_affiliation_strings":["The University of Jordan, Jordan","Department of Business Information Technology, King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"The University of Jordan, Jordan","institution_ids":["https://openalex.org/I114972647"]},{"raw_affiliation_string":"Department of Business Information Technology, King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023882029","display_name":"Ibrahim Aljarah","orcid":"https://orcid.org/0000-0002-9265-9819"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ibrahim Aljarah","raw_affiliation_strings":["The University of Jordan, Jordan"],"affiliations":[{"raw_affiliation_string":"The University of Jordan, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091500375","display_name":"Seyedali Mirjalili","orcid":"https://orcid.org/0000-0002-1443-9458"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Seyedali Mirjalili","raw_affiliation_strings":["Griffith University, Australia","School of Information and Communication Technology, Griffith University, Nathan, Brisbane, QLD 4111, Australia"],"affiliations":[{"raw_affiliation_string":"Griffith University, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"School of Information and Communication Technology, Griffith University, Nathan, Brisbane, QLD 4111, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033558251","display_name":"Pedro \u00c1. Castillo","orcid":"https://orcid.org/0000-0002-5258-0620"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]},{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES","JO"],"is_corresponding":false,"raw_author_name":"Pedro A. Castillo","raw_affiliation_strings":["University of Granada, Spain","ETSIIT-CITIC, University of Granada, Granada, Spain","Department of Business Information Technology, King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"ETSIIT-CITIC, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Department of Business Information Technology, King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063930069","display_name":"J. J. Merelo","orcid":"https://orcid.org/0000-0002-1385-9741"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan J. Merelo","raw_affiliation_strings":["University of Granada, Spain","ETSIIT-CITIC, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"ETSIIT-CITIC, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048560390"],"corresponding_institution_ids":["https://openalex.org/I114972647"],"apc_list":null,"apc_paid":null,"fwci":7.951,"has_fulltext":false,"cited_by_count":94,"citation_normalized_percentile":{"value":0.97469703,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8619872331619263},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.836857259273529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8000981211662292},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7739576697349548},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6466461420059204},{"id":"https://openalex.org/keywords/search-based-software-engineering","display_name":"Search-based software engineering","score":0.44882968068122864},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3485509157180786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3364509344100952},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3323146402835846},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32285699248313904},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.08732017874717712},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.07778435945510864}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8619872331619263},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.836857259273529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8000981211662292},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7739576697349548},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6466461420059204},{"id":"https://openalex.org/C139143892","wikidata":"https://www.wikidata.org/wiki/Q7441615","display_name":"Search-based software engineering","level":5,"score":0.44882968068122864},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3485509157180786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3364509344100952},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3323146402835846},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32285699248313904},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.08732017874717712},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.07778435945510864},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0006048201710177","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006048201710177","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/401215","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/401215","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"}],"best_oa_location":{"id":"doi:10.5220/0006048201710177","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006048201710177","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4704939600","display_name":null,"funder_award_id":"TIN2014-56494-C4-3-P","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W127010602","https://openalex.org/W883434633","https://openalex.org/W1576660662","https://openalex.org/W1576818901","https://openalex.org/W2000825106","https://openalex.org/W2014407460","https://openalex.org/W2015662972","https://openalex.org/W2031183907","https://openalex.org/W2061438946","https://openalex.org/W2066335675","https://openalex.org/W2102184039","https://openalex.org/W2109042184","https://openalex.org/W2123533748","https://openalex.org/W2151554678","https://openalex.org/W2154943049","https://openalex.org/W2290883490","https://openalex.org/W2543580944","https://openalex.org/W2904250082","https://openalex.org/W2951464652","https://openalex.org/W2963103847"],"related_works":["https://openalex.org/W2557718140","https://openalex.org/W67092138","https://openalex.org/W4225687299","https://openalex.org/W1972392166","https://openalex.org/W2128289553","https://openalex.org/W2077160445","https://openalex.org/W2101130707","https://openalex.org/W2790503447","https://openalex.org/W2599165042","https://openalex.org/W1480600971"],"abstract_inverted_index":{"EvoloPy":[0,56],"is":[1,26,48],"an":[2],"open":[3],"source":[4],"and":[5,16,44,52,59,83],"cross-platform":[6],"Python":[7],"framework":[8,25,75],"that":[9],"implements":[10],"a":[11,41],"wide":[12],"range":[13],"of":[14,23,31],"classical":[15],"recent":[17],"nature-inspired":[18],"metaheuristic":[19,32,69],"algorithms.":[20],"The":[21],"goal":[22],"this":[24],"to":[27,54],"facilitate":[28],"the":[29,66,72,85],"use":[30],"algorithms":[33,79],"by":[34],"non-specialists":[35],"coming":[36],"from":[37],"different":[38],"domains.":[39],"With":[40],"simple":[42],"interface":[43],"minimal":[45],"dependencies,":[46],"it":[47],"easier":[49],"for":[50,57],"researchers":[51],"practitioners":[53],"utilize":[55],"optimizing":[58],"benchmarking":[60],"their":[61],"own":[62],"defined":[63],"problems":[64],"using":[65],"most":[67],"powerful":[68],"optimizers":[70],"in":[71],"literature.":[73],"This":[74],"facilitates":[76],"designing":[77],"new":[78],"or":[80],"improving,":[81],"hybridizing":[82],"analyzing":[84],"current":[86],"ones.":[87]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}