{"id":"https://openalex.org/W3107345334","doi":"https://doi.org/10.1109/tevc.2020.3035225","title":"Guest Editorial Special Issue on Theoretical Foundations of Evolutionary Computation","display_name":"Guest Editorial Special Issue on Theoretical Foundations of Evolutionary Computation","publication_year":2020,"publication_date":"2020-11-30","ids":{"openalex":"https://openalex.org/W3107345334","doi":"https://doi.org/10.1109/tevc.2020.3035225","mag":"3107345334"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2020.3035225","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tevc.2020.3035225","pdf_url":"https://ieeexplore.ieee.org/ielx7/4235/9273276/09273320.pdf","source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/4235/9273276/09273320.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063001475","display_name":"Pietro S. Oliveto","orcid":"https://orcid.org/0000-0001-8164-6767"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Pietro S. Oliveto","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, Sheffield, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, U.K","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108074862","display_name":"Anne Auger","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne Auger","raw_affiliation_strings":["INRIA, \u00c9cole Polytechnique IP Paris, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"INRIA, \u00c9cole Polytechnique IP Paris, Palaiseau, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059074668","display_name":"Francisco Chicano","orcid":"https://orcid.org/0000-0003-1259-2990"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Chicano","raw_affiliation_strings":["Department of Languages and Computing Sciences, University of Malaga, M\u00e1laga, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Languages and Computing Sciences, University of Malaga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038504776","display_name":"Carlos M. Fonseca","orcid":"https://orcid.org/0000-0001-5162-2457"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carlos M. Fonseca","raw_affiliation_strings":["Department of Informatics Engineering, CISUC, University of Coimbra, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, CISUC, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063001475"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15380373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"6","first_page":"993","last_page":"994"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9983999729156494,"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":0.9983999729156494,"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":0.998199999332428,"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":0.9850000143051147,"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/computer-science","display_name":"Computer science","score":0.7222294211387634},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.6981391310691833},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5698423385620117},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5477792024612427},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5063201189041138},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4776417315006256},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4631490111351013},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.42359355092048645},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41940829157829285},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.41036349534988403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.388469398021698},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3215174376964569},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23634010553359985},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22840699553489685},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.10805505514144897}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7222294211387634},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6981391310691833},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5698423385620117},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5477792024612427},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5063201189041138},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4776417315006256},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4631490111351013},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.42359355092048645},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41940829157829285},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.41036349534988403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.388469398021698},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3215174376964569},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23634010553359985},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22840699553489685},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.10805505514144897},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2020.3035225","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tevc.2020.3035225","pdf_url":"https://ieeexplore.ieee.org/ielx7/4235/9273276/09273320.pdf","source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tevc.2020.3035225","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tevc.2020.3035225","pdf_url":"https://ieeexplore.ieee.org/ielx7/4235/9273276/09273320.pdf","source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3107345334.pdf","grobid_xml":"https://content.openalex.org/works/W3107345334.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2893733063","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2890524932","https://openalex.org/W85101999","https://openalex.org/W1560122427","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W4291270682","https://openalex.org/W2734657367"],"abstract_inverted_index":{"It":[0],"is":[1,111],"our":[2],"pleasure":[3],"to":[4,56,97],"introduce":[5],"this":[6,27,146,151],"special":[7,152,184],"issue":[8],"on":[9,33],"the":[10,14,23,40,45,52,61,80,87,125,163,175,183,187],"recent":[11],"advances":[12],"in":[13,22,44,182],"theoretical":[15,29],"foundations":[16],"of":[17,26,36,47,63,82,117,127,143,145,156,165,174,194],"evolutionary":[18,37],"computation":[19],"(EC).":[20],"While":[21],"early":[24],"days":[25],"field,":[28],"analyses":[30],"inevitably":[31],"focused":[32],"simplified":[34],"models":[35],"algorithms":[38,73],"(EAs),":[39],"continuous":[41],"progress":[42],"made":[43,94],"development":[46],"suitable":[48],"mathematical":[49],"techniques":[50],"for":[51,113,124,135,180],"analysis":[53],"now":[54],"allows":[55],"derive":[57],"proven":[58],"statements":[59],"regarding":[60],"performance":[62,81,110,134],"off-the-shelf":[64],"metaheuristics,":[65],"such":[66],"as":[67],"standard":[68],"generational":[69],"and":[70,171],"steady-state":[71],"genetic":[72],"with":[74,86],"no":[75],"algorithmic":[76],"simplifications.":[77],"Comparisons":[78],"between":[79],"a":[83,100,114,191],"given":[84,101,115,136],"EA":[85],"best":[88],"possible":[89],"one":[90],"can":[91],"also":[92],"be":[93,104],"nowadays,":[95],"allowing":[96],"assess":[98],"whether":[99,108],"algorithm":[102],"may":[103],"improved":[105],"upon":[106],"or":[107],"its":[109],"optimal":[112],"class":[116],"problems.":[118,137],"Such":[119],"understanding":[120],"often":[121],"provides":[122],"insights":[123],"design":[126],"new":[128],"EAs":[129],"which":[130,161],"provably":[131],"have":[132],"better":[133],"We":[138],"are":[139,148],"glad":[140],"that":[141],"examples":[142],"results":[144],"kind":[147],"present":[149],"within":[150],"issue.":[153,185],"A":[154],"total":[155],"27":[157],"papers":[158],"were":[159,162,178],"submitted":[160],"subject":[164],"at":[166],"least":[167],"three":[168],"independent":[169],"reviews,":[170],"six":[172],"manuscripts":[173],"highest":[176],"quality":[177],"selected":[179],"publication":[181],"In":[186],"following,":[188],"we":[189],"provide":[190],"brief":[192],"summary":[193],"these":[195],"manuscripts.":[196]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
