{"id":"https://openalex.org/W4327850793","doi":"https://doi.org/10.1109/tevc.2023.3258491","title":"Multitask Particle Swarm Optimization With Heterogeneous Domain Adaptation","display_name":"Multitask Particle Swarm Optimization With Heterogeneous Domain Adaptation","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W4327850793","doi":"https://doi.org/10.1109/tevc.2023.3258491"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2023.3258491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3258491","pdf_url":null,"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":"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/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"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Honggui Han","raw_affiliation_strings":["Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China","Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051379044","display_name":"Xing Bai","orcid":"https://orcid.org/0000-0002-4577-2683"},"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"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Bai","raw_affiliation_strings":["Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China","Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073247985","display_name":"Ying Hou","orcid":"https://orcid.org/0000-0002-4480-476X"},"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"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Hou","raw_affiliation_strings":["Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China","Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113852585","display_name":"Junfei Qiao","orcid":"https://orcid.org/0000-0003-0950-7900"},"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"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfei Qiao","raw_affiliation_strings":["Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China","Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Key Laboratory of Computational Intelligence and Intelligent System, Engineering Research Center of Digital Community, Beijing Laboratory for Urban Mass Transit and Ministry of Education, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072240057"],"corresponding_institution_ids":["https://openalex.org/I37796252","https://openalex.org/I4210100255"],"apc_list":null,"apc_paid":null,"fwci":4.5231,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.95635539,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"28","issue":"1","first_page":"178","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9980000257492065,"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":0.9980000257492065,"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/T12676","display_name":"Machine Learning and ELM","score":0.9901999831199646,"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":0.9790999889373779,"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":0.7262715101242065},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.690253496170044},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5876246690750122},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5285072922706604},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5284298062324524},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5138152241706848},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5087485909461975},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5013754367828369},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.49490803480148315},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.492922306060791},{"id":"https://openalex.org/keywords/fitness-landscape","display_name":"Fitness landscape","score":0.49235689640045166},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.4866988956928253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46539247035980225},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4396183490753174},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4267715811729431},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36104393005371094},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.2976870536804199},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18424749374389648},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.13060897588729858},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12395626306533813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7262715101242065},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.690253496170044},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5876246690750122},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5285072922706604},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5284298062324524},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5138152241706848},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5087485909461975},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5013754367828369},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.49490803480148315},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.492922306060791},{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.49235689640045166},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.4866988956928253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46539247035980225},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4396183490753174},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4267715811729431},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36104393005371094},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.2976870536804199},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18424749374389648},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.13060897588729858},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12395626306533813},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2023.3258491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3258491","pdf_url":null,"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":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[{"id":"https://openalex.org/G2001586549","display_name":null,"funder_award_id":"KM202210005027","funder_id":"https://openalex.org/F4320321572","funder_display_name":"Beijing Municipal Commission of Education"},{"id":"https://openalex.org/G3338680186","display_name":null,"funder_award_id":"62125301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3929591211","display_name":null,"funder_award_id":"62021003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4324914903","display_name":null,"funder_award_id":"61903010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7722303278","display_name":null,"funder_award_id":"KZ202110005009","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G930322716","display_name":null,"funder_award_id":"61890930-5","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321572","display_name":"Beijing Municipal Commission of Education","ror":"https://ror.org/04bpn6s66"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2154635391","https://openalex.org/W2413527939","https://openalex.org/W2724993384","https://openalex.org/W2727592975","https://openalex.org/W2770581177","https://openalex.org/W2773474358","https://openalex.org/W2776317535","https://openalex.org/W2810440851","https://openalex.org/W2883262743","https://openalex.org/W2888985868","https://openalex.org/W2900577216","https://openalex.org/W2910556840","https://openalex.org/W2921687288","https://openalex.org/W2923639984","https://openalex.org/W2948943518","https://openalex.org/W2956156147","https://openalex.org/W2958999761","https://openalex.org/W2975673164","https://openalex.org/W2980307621","https://openalex.org/W2982889533","https://openalex.org/W2985539565","https://openalex.org/W3007026013","https://openalex.org/W3010117582","https://openalex.org/W3010321770","https://openalex.org/W3019361465","https://openalex.org/W3023725854","https://openalex.org/W3035146471","https://openalex.org/W3037248710","https://openalex.org/W3043062030","https://openalex.org/W3048115872","https://openalex.org/W3085986313","https://openalex.org/W3111929660","https://openalex.org/W3117528838","https://openalex.org/W3126876809","https://openalex.org/W3127201411","https://openalex.org/W3155967818","https://openalex.org/W3158778609","https://openalex.org/W3183992282","https://openalex.org/W3186153394","https://openalex.org/W3201163799","https://openalex.org/W3201570325","https://openalex.org/W3205639353","https://openalex.org/W3213724827","https://openalex.org/W3214345387","https://openalex.org/W3215369816","https://openalex.org/W4206289801","https://openalex.org/W4226534100","https://openalex.org/W4311404181"],"related_works":["https://openalex.org/W2036107212","https://openalex.org/W2164084664","https://openalex.org/W4250294025","https://openalex.org/W1970185413","https://openalex.org/W2159937791","https://openalex.org/W1506271011","https://openalex.org/W2138958036","https://openalex.org/W192154461","https://openalex.org/W3134384462","https://openalex.org/W1634842376"],"abstract_inverted_index":{"The":[0,212],"main":[1],"goal":[2],"of":[3,11,125,192,208],"multitask":[4,154],"optimization":[5,10,51,157],"(MTO)":[6],"is":[7,28,59,80,116,129,159,174],"the":[8,20,32,73,77,84,94,100,123,134,178,190,193,216],"parallel":[9],"multiple":[12,137],"different":[13,17],"tasks.":[14,67,104,150,168],"However,":[15],"since":[16],"tasks":[18,90,227],"in":[19,39],"MTO":[21],"problem":[22],"usually":[23],"have":[24],"heterogeneous":[25,54,66,103,149,153,167,226],"characteristics,":[26],"it":[27],"difficult":[29],"to":[30,61,93,98,118,132,161,177,182,188,228],"realize":[31],"positive":[33,63,163,184,222],"knowledge":[34,64,164,185,223],"transfer":[35,62,165,224],"among":[36,65,102,148,166,225],"tasks,":[37],"resulting":[38],"poor":[40],"convergence.":[41,230],"To":[42],"cope":[43],"with":[44,52],"this":[45],"problem,":[46],"a":[47,53,69,106,141,152],"multi-task":[48],"particle":[49,155],"swarm":[50,156],"domain":[55,108,120,128,143,146],"adaptation":[56,147],"strategy":[57,110],"(MTPSO-HDA)":[58],"proposed":[60,217],"First,":[68],"nonlinear":[70],"mapping":[71],"between":[72,136],"source":[74,89,127,138],"task":[75,79,96],"and":[76,140,144,205],"target":[78,95,142],"constructed":[81],"based":[82,111,200],"on":[83,112,201],"adaptive":[85,109],"kernel":[86],"function.":[87],"Then,":[88,122,169],"are":[91,198],"mapped":[92],"space":[97],"reduce":[99,133],"differences":[101,135],"Second,":[105],"multi-source":[107],"fitness":[113,179],"landscape":[114,180],"similarity":[115,181],"designed":[117,175,199],"implement":[119],"adaptation.":[121],"importance":[124],"each":[126],"quantitatively":[130],"described":[131],"domains":[139],"achieve":[145,183],"Third,":[151],"mechanism":[158,173],"introduced":[160],"facilitate":[162],"an":[170],"appropriate":[171],"evolutionary":[172],"according":[176],"transfer.":[186],"Finally,":[187],"assess":[189],"effectiveness":[191],"MTPSO-HDA":[194,218],"algorithm,":[195],"some":[196,202],"experiments":[197],"benchmark":[203],"problems":[204],"real-world":[206],"application":[207],"wastewater":[209],"treatment":[210],"process.":[211],"results":[213],"demonstrate":[214],"that":[215],"algorithm":[219],"can":[220],"promote":[221],"improve":[229]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}