{"id":"https://openalex.org/W2096411220","doi":"https://doi.org/10.1080/00207160210939","title":"An Experimental Study of Benchmarking Functions for Genetic Algorithms","display_name":"An Experimental Study of Benchmarking Functions for Genetic Algorithms","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2096411220","doi":"https://doi.org/10.1080/00207160210939","mag":"2096411220"},"language":"en","primary_location":{"id":"doi:10.1080/00207160210939","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207160210939","pdf_url":null,"source":{"id":"https://openalex.org/S124867444","display_name":"International Journal of Computer Mathematics","issn_l":"0020-7160","issn":["0020-7160","1026-7425","1029-0265"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Mathematics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076208629","display_name":"Jason G. Digalakis","orcid":null},"institutions":[{"id":"https://openalex.org/I192756129","display_name":"University of Macedonia","ror":"https://ror.org/05fg6gr82","country_code":"GR","type":"education","lineage":["https://openalex.org/I192756129"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Jason G. Digalakis","raw_affiliation_strings":["[Department of Applied Informatics, University of Macedonia, Greece]"],"affiliations":[{"raw_affiliation_string":"[Department of Applied Informatics, University of Macedonia, Greece]","institution_ids":["https://openalex.org/I192756129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047927312","display_name":"Konstantinos G. Margaritis","orcid":"https://orcid.org/0000-0002-1750-5115"},"institutions":[{"id":"https://openalex.org/I192756129","display_name":"University of Macedonia","ror":"https://ror.org/05fg6gr82","country_code":"GR","type":"education","lineage":["https://openalex.org/I192756129"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos G. Margaritis","raw_affiliation_strings":["[Department of Applied Informatics, University of Macedonia, Greece]"],"affiliations":[{"raw_affiliation_string":"[Department of Applied Informatics, University of Macedonia, Greece]","institution_ids":["https://openalex.org/I192756129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076208629"],"corresponding_institution_ids":["https://openalex.org/I192756129"],"apc_list":null,"apc_paid":null,"fwci":7.5039,"has_fulltext":false,"cited_by_count":184,"citation_normalized_percentile":{"value":0.97420353,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"79","issue":"4","first_page":"403","last_page":"416"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9997000098228455,"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":0.9909999966621399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.8872482776641846},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.8852865695953369},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5413460731506348},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.537625789642334},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.536849319934845},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4991588592529297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4714658856391907},{"id":"https://openalex.org/keywords/steady-state","display_name":"Steady state (chemistry)","score":0.4258959889411926},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3693108856678009},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16562211513519287}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.8872482776641846},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8852865695953369},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5413460731506348},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.537625789642334},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.536849319934845},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4991588592529297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4714658856391907},{"id":"https://openalex.org/C8171440","wikidata":"https://www.wikidata.org/wiki/Q903414","display_name":"Steady state (chemistry)","level":2,"score":0.4258959889411926},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3693108856678009},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16562211513519287},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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":1,"locations":[{"id":"doi:10.1080/00207160210939","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207160210939","pdf_url":null,"source":{"id":"https://openalex.org/S124867444","display_name":"International Journal of Computer Mathematics","issn_l":"0020-7160","issn":["0020-7160","1026-7425","1029-0265"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Mathematics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W100113310","https://openalex.org/W119114865","https://openalex.org/W613807241","https://openalex.org/W1484596180","https://openalex.org/W1539490460","https://openalex.org/W1587100796","https://openalex.org/W1639032689","https://openalex.org/W1817248052","https://openalex.org/W2028569720","https://openalex.org/W2056603712","https://openalex.org/W2096590200","https://openalex.org/W2099819212","https://openalex.org/W2102248717","https://openalex.org/W2182044576","https://openalex.org/W2610216665","https://openalex.org/W3023540311","https://openalex.org/W3101593891","https://openalex.org/W6632334540"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2014162767","https://openalex.org/W2809283963"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"review":[4],"and":[5,31,50],"experimental":[6],"results":[7],"on":[8],"the":[9,24,45,51],"major":[10],"benchmarking":[11],"functions":[12],"used":[13],"for":[14],"performance":[15],"control":[16],"of":[17,26,40],"Genetic":[18],"Algorithms":[19],"(GAs).":[20],"Parameters":[21],"considered":[22],"include":[23],"effect":[25],"population":[27],"size,":[28],"crossover":[29],"probability":[30],"pseudo-random":[32],"number":[33],"generators":[34],"(PNGs).":[35],"The":[36],"general":[37],"computational":[38],"behavior":[39],"two":[41],"basic":[42],"GAs":[43],"models,":[44],"Generational":[46],"Replacement":[47,54],"Model":[48,55],"(GRM)":[49],"Steady":[52],"State":[53],"(SSRM)":[56],"is":[57],"evaluated.":[58]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":14}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}