{"id":"https://openalex.org/W4286306123","doi":"https://doi.org/10.23919/ascc56756.2022.9828053","title":"Robust Multi-Objective Particle Swarm Optimization Algorithm Based on Hybrid Metric","display_name":"Robust Multi-Objective Particle Swarm Optimization Algorithm Based on Hybrid Metric","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4286306123","doi":"https://doi.org/10.23919/ascc56756.2022.9828053"},"language":"en","primary_location":{"id":"doi:10.23919/ascc56756.2022.9828053","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828053","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th Asian Control Conference (ASCC)","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/A5022574607","display_name":"Hao Zhou","orcid":"https://orcid.org/0000-0002-0173-0393"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Zhou","raw_affiliation_strings":["Beijing University of Technology,Faculty of Information Technology,Beijing,China","Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Technology,Faculty of Information Technology,Beijing,China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102865251","display_name":"Yanting Huang","orcid":"https://orcid.org/0000-0001-9149-2415"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanting Huang","raw_affiliation_strings":["Beijing University of Technology,Faculty of Information Technology,Beijing,China","Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Technology,Faculty of Information Technology,Beijing,China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072240057","display_name":"Honggui Han","orcid":"https://orcid.org/0000-0001-5617-4075"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honggui Han","raw_affiliation_strings":["Beijing University of Technology,Faculty of Information Technology,Beijing,China","Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Technology,Faculty of Information Technology,Beijing,China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022574607"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":0.259,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.35726073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1021","last_page":"1026"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9976000189781189,"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/T10969","display_name":"Water resources management and optimization","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/robustness","display_name":"Robustness (evolution)","score":0.8184734582901001},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6828672885894775},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6540766954421997},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5752993226051331},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5246931910514832},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5230315923690796},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5036999583244324},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.47246265411376953},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.44371694326400757},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.42872756719589233},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.424015074968338},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4213804602622986},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37019917368888855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3009680509567261},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11851006746292114},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07201668620109558}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8184734582901001},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6828672885894775},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6540766954421997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5752993226051331},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5246931910514832},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5230315923690796},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5036999583244324},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.47246265411376953},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.44371694326400757},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.42872756719589233},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.424015074968338},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4213804602622986},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37019917368888855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3009680509567261},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11851006746292114},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07201668620109558},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ascc56756.2022.9828053","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828053","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th Asian Control Conference (ASCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6399999856948853}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W107299040","https://openalex.org/W1560088219","https://openalex.org/W1993377828","https://openalex.org/W2033630480","https://openalex.org/W2063298064","https://openalex.org/W2070843600","https://openalex.org/W2110828487","https://openalex.org/W2130368085","https://openalex.org/W2131116400","https://openalex.org/W2140496876","https://openalex.org/W2152195021","https://openalex.org/W2153272405","https://openalex.org/W2157775618","https://openalex.org/W2797053725","https://openalex.org/W2883039463","https://openalex.org/W2922327436","https://openalex.org/W2966238001","https://openalex.org/W3133906244","https://openalex.org/W3148028933","https://openalex.org/W3208031743","https://openalex.org/W6604396580"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2950423922","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2132113279","https://openalex.org/W2368795850","https://openalex.org/W2113224065"],"abstract_inverted_index":{"In":[0],"this":[1,58],"paper,":[2],"a":[3,61,84,107,112,138,160],"robust":[4,46,94,156],"multi-objective":[5],"particle":[6,141],"swarm":[7,142],"optimization":[8,25,143,157,162],"algorithm,":[9],"based":[10],"on":[11,24],"hybrid":[12,81,128],"metric":[13,65,82,129],"(RMOPSO-HM),":[14],"is":[15,32,50,55,66,100,116],"proposed":[16],"to":[17,34,137,145],"depress":[18],"the":[19,37,71,76,89,98,103,121,124,127,131,147,154,165],"adverse":[20],"effect":[21],"of":[22,40,88,167],"uncertainties":[23],"performance.":[26],"First,":[27],"an":[28],"adaptive":[29,140],"sampling":[30,38,53],"strategy":[31],"developed":[33],"dynamically":[35],"adjust":[36],"quantity":[39],"decision":[41],"variables":[42],"by":[43,57,68,106],"evaluating":[44],"their":[45],"relevance.":[47],"Unnecessary":[48],"computation":[49],"reduced":[51],"and":[52,75,91,111,123,130],"efficiency":[54],"improved":[56,132],"strategy.":[59],"Second,":[60],"sampling-based":[62],"robustness":[63,73,78,90,99],"evaluation":[64],"designed":[67,155],"incorporating":[69],"both":[70],"preference":[72,109],"(PR)":[74],"dominance":[77],"(DR).":[79],"The":[80],"facilitates":[83],"more":[85],"comprehensive":[86],"assessment":[87],"avoids":[92],"missing":[93],"optimal":[95],"solutions.":[96],"Third,":[97],"embedded":[101],"into":[102],"evolutionary":[104,133],"mechanism":[105,134],"weight":[108],"operator":[110],"new":[113],"objective":[114],"function":[115],"defined,":[117],"which":[118],"can":[119],"tradeoff":[120],"optimality":[122],"robustness.":[125],"Finally,":[126],"are":[135],"applied":[136],"parametric":[139],"algorithm":[144,158],"guide":[146],"population":[148],"evolution.":[149],"Experimental":[150],"results":[151],"illustrate":[152],"that":[153],"maintains":[159],"superior":[161],"performance":[163],"despite":[164],"impact":[166],"uncertainties.":[168]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
