{"id":"https://openalex.org/W2726486846","doi":"https://doi.org/10.1109/cec.2017.7969361","title":"Vector evaluated particle swarm optimization: The archive's influence on performance","display_name":"Vector evaluated particle swarm optimization: The archive's influence on performance","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2726486846","doi":"https://doi.org/10.1109/cec.2017.7969361","mag":"2726486846"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2017.7969361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969361","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5007682876","display_name":"Christiaan Scheepers","orcid":"https://orcid.org/0000-0002-3285-7901"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Christiaan Scheepers","raw_affiliation_strings":["Department of Computer Science, University of Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039197997","display_name":"Andries P. Engelbrecht","orcid":"https://orcid.org/0000-0002-0242-3539"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Andries P. Engelbrecht","raw_affiliation_strings":["Department of Computer Science, University of Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007682876"],"corresponding_institution_ids":["https://openalex.org/I69552723"],"apc_list":null,"apc_paid":null,"fwci":0.4686,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64661621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"565","last_page":"572"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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/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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hypersurface","display_name":"Hypersurface","score":0.7423359155654907},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7020485401153564},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6346142888069153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6077372431755066},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5544483065605164},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.503377377986908},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.47965362668037415},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.42672282457351685},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.41782906651496887},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3788634240627289},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36108267307281494},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22752967476844788},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16550618410110474},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09292012453079224},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07844027876853943}],"concepts":[{"id":"https://openalex.org/C114410712","wikidata":"https://www.wikidata.org/wiki/Q973321","display_name":"Hypersurface","level":2,"score":0.7423359155654907},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7020485401153564},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6346142888069153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6077372431755066},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5544483065605164},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.503377377986908},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.47965362668037415},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.42672282457351685},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.41782906651496887},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3788634240627289},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36108267307281494},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22752967476844788},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16550618410110474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09292012453079224},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07844027876853943},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2017.7969361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969361","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W35595736","https://openalex.org/W206272446","https://openalex.org/W1488578987","https://openalex.org/W1504943474","https://openalex.org/W1523155092","https://openalex.org/W1534737284","https://openalex.org/W1543520236","https://openalex.org/W1558919105","https://openalex.org/W1587294773","https://openalex.org/W1607104331","https://openalex.org/W1608317386","https://openalex.org/W1748556020","https://openalex.org/W1875348914","https://openalex.org/W2009678220","https://openalex.org/W2033563039","https://openalex.org/W2039252507","https://openalex.org/W2046982668","https://openalex.org/W2051457218","https://openalex.org/W2062015398","https://openalex.org/W2063375245","https://openalex.org/W2072782187","https://openalex.org/W2076054478","https://openalex.org/W2108968575","https://openalex.org/W2123808725","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2137774808","https://openalex.org/W2152195021","https://openalex.org/W2171107890","https://openalex.org/W3149653290","https://openalex.org/W4300633279","https://openalex.org/W6629395819","https://openalex.org/W6631966725","https://openalex.org/W6637864527","https://openalex.org/W6665688067"],"related_works":["https://openalex.org/W834447687","https://openalex.org/W4239786835","https://openalex.org/W2952832090","https://openalex.org/W2040382607","https://openalex.org/W2121611394","https://openalex.org/W1582111390","https://openalex.org/W2154734935","https://openalex.org/W2951523575","https://openalex.org/W2949618778","https://openalex.org/W2950325999"],"abstract_inverted_index":{"Multi-objective":[0],"optimization":[1,19],"(MOO)":[2],"algorithms":[3],"often":[4],"use":[5],"external":[6],"archives":[7,111],"to":[8,27,37],"keep":[9],"track":[10],"of":[11,46],"the":[12,39,44,53,58,71,83,105,116],"Pareto-optimal":[13],"solutions.":[14],"Vector":[15],"evaluated":[16,56],"particle":[17],"swarm":[18],"(VEPSO)":[20],"is":[21,74,102],"one":[22],"such":[23],"algorithm.":[24],"In":[25,41],"contrast":[26],"other":[28,90],"MOO":[29],"algorithms,":[30],"VEPSO":[31],"does":[32],"not":[33],"clearly":[34],"define":[35],"how":[36],"implement":[38],"archive.":[40,118],"this":[42],"paper,":[43],"performance":[45],"various":[47],"archive":[48,67,87,91,96],"implementations,":[49],"as":[50],"found":[51],"throughout":[52],"literature,":[54],"are":[55],"using":[57],"well-known":[59,84],"Inverted":[60],"Generational":[61],"Distance":[62],"(IGD)":[63],"measure.":[64],"A":[65],"new":[66],"implementation":[68],"based":[69],"on":[70],"hypersurface":[72,94],"contribution":[73,95],"proposed":[75],"and":[76,108],"evaluated.":[77],"The":[78,93],"results":[79],"show":[80],"that":[81,104],"overall":[82],"crowding":[85],"distance":[86,106],"outperformed":[88],"all":[89],"implementations.":[92],"also":[97],"showed":[98],"promise.":[99],"Finally,":[100],"it":[101],"shown":[103],"metric":[107],"nearest":[109],"neighbor":[110],"perform":[112],"worse":[113],"than":[114],"even":[115],"random":[117]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}