{"id":"https://openalex.org/W2111286041","doi":"https://doi.org/10.1109/icnc.2012.6234765","title":"Multi-objective immune genetic algorithm solving dynamic single-objective multimodal constrained optimization","display_name":"Multi-objective immune genetic algorithm solving dynamic single-objective multimodal constrained optimization","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2111286041","doi":"https://doi.org/10.1109/icnc.2012.6234765","mag":"2111286041"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2012.6234765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th International Conference on Natural Computation","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/A5055084263","display_name":"Zhuhong Zhang","orcid":"https://orcid.org/0000-0001-9093-5691"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhuhong Zhang","raw_affiliation_strings":["Institute of System Science & Information Technology, College of Science, Guizhou University, Guiyang, Guizhou, China","Institute of System Science and Information Technology, College of Science, Guizhou University, Guiyang, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of System Science & Information Technology, College of Science, Guizhou University, Guiyang, Guizhou, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"Institute of System Science and Information Technology, College of Science, Guizhou University, Guiyang, China#TAB#","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003630968","display_name":"Min Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Liao","raw_affiliation_strings":["Institute of System Science & Information Technology, College of Science, Guizhou University, Guiyang, Guizhou, China","Institute of System Science and Information Technology, College of Science, Guizhou University, Guiyang, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of System Science & Information Technology, College of Science, Guizhou University, Guiyang, Guizhou, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"Institute of System Science and Information Technology, College of Science, Guizhou University, Guiyang, China#TAB#","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100435738","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0001-5990-896X"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Institute of System Science & Information Technology, College of Science, Guizhou University, Guiyang, Guizhou, China","Institute of System Science and Information Technology, College of Science, Guizhou University, Guiyang, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of System Science & Information Technology, College of Science, Guizhou University, Guiyang, Guizhou, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"Institute of System Science and Information Technology, College of Science, Guizhou University, Guiyang, China#TAB#","institution_ids":["https://openalex.org/I178232147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055084263"],"corresponding_institution_ids":["https://openalex.org/I178232147"],"apc_list":null,"apc_paid":null,"fwci":0.2017,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57834813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"20","issue":null,"first_page":"864","last_page":"868"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9973999857902527,"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":0.9930999875068665,"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/computer-science","display_name":"Computer science","score":0.6517759561538696},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6197702288627625},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5337425470352173},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.5199536085128784},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5158907175064087},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47043153643608093},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4609018564224243},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.44853878021240234},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.444743275642395},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.43673136830329895},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.41049525141716003},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37829267978668213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23845860362052917},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23057562112808228}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517759561538696},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6197702288627625},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5337425470352173},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.5199536085128784},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5158907175064087},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47043153643608093},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4609018564224243},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.44853878021240234},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.444743275642395},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.43673136830329895},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.41049525141716003},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37829267978668213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23845860362052917},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23057562112808228},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2012.6234765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.5,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1667767500","https://openalex.org/W1991335163","https://openalex.org/W2033798335","https://openalex.org/W2035473589","https://openalex.org/W2098187234","https://openalex.org/W2117304650","https://openalex.org/W2143503407","https://openalex.org/W2370861387","https://openalex.org/W6636859296","https://openalex.org/W6677161393","https://openalex.org/W7063923873"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W2924776344","https://openalex.org/W2334259501","https://openalex.org/W3212179065","https://openalex.org/W2382311655","https://openalex.org/W2011695382","https://openalex.org/W2186293978"],"abstract_inverted_index":{"This":[0],"work":[1],"investigates":[2],"one":[3],"multi-objective":[4],"immune":[5,25],"genetic":[6],"algorithm":[7,28],"to":[8],"solve":[9],"dynamic":[10,79],"constrained":[11],"single-objective":[12],"multimodal":[13],"optimization":[14],"problems":[15],"in":[16,118],"terms":[17],"of":[18,21,41,53,71,94],"the":[19,42,58,65,84,92,101,108,115],"concept":[20],"constraint-dominance":[22],"and":[23,45,62,82,125],"biological":[24],"inspirations.":[26],"The":[27,68],"assumes":[29],"searching":[30,37],"multiple":[31],"global":[32,116],"optimal":[33],"solutions":[34,86],"along":[35],"diverse":[36],"directions,":[38],"by":[39],"means":[40],"environmental":[43],"detection":[44],"two":[46],"evolving":[47],"subpopulations.":[48],"It":[49],"exploits":[50],"various":[51],"kinds":[52],"promising":[54],"regions":[55],"through":[56],"executing":[57],"periodical":[59],"suppression":[60,80],"mechanism":[61],"periodically":[63],"adjusting":[64],"mutation":[66],"magnitude.":[67],"sufficient":[69],"diversity":[70],"population":[72],"can":[73,87,104],"be":[74,88],"maintained":[75],"relying":[76],"upon":[77],"a":[78,129],"index,":[81],"meanwhile":[83],"high-quality":[85],"found":[89],"rapidly":[90,113],"during":[91],"process":[93],"solution":[95],"search.":[96],"Comparative":[97],"experiments":[98],"show":[99],"that":[100],"proposed":[102],"approach":[103],"not":[105],"only":[106],"outperform":[107],"compared":[109],"algorithms,":[110],"but":[111],"also":[112],"acquire":[114],"optima":[117],"each":[119,122],"environment":[120],"for":[121],"test":[123],"problem,":[124],"thus":[126],"it":[127],"is":[128],"competitive":[130],"optimizer.":[131]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}