{"id":"https://openalex.org/W4386634578","doi":"https://doi.org/10.1109/tsmc.2023.3308922","title":"Large-Scale and Knowledge-Based Dynamic Multiobjective Optimization for MSWI Process Using Adaptive Competitive Swarm Optimization","display_name":"Large-Scale and Knowledge-Based Dynamic Multiobjective Optimization for MSWI Process Using Adaptive Competitive Swarm Optimization","publication_year":2023,"publication_date":"2023-09-12","ids":{"openalex":"https://openalex.org/W4386634578","doi":"https://doi.org/10.1109/tsmc.2023.3308922"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2023.3308922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3308922","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","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/A5101610998","display_name":"Weimin Huang","orcid":"https://orcid.org/0000-0002-7663-0223"},"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":"Weimin Huang","raw_affiliation_strings":["Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, and the Beijing Key Laboratory of Computational Intelligence and Intelligent System, Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7663-0223","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, and the Beijing Key Laboratory of Computational Intelligence and Intelligent System, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057483539","display_name":"Haixu Ding","orcid":"https://orcid.org/0000-0001-7822-7705"},"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":"Haixu Ding","raw_affiliation_strings":["Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, and the Beijing Key Laboratory of Computational Intelligence and Intelligent System, Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7822-7705","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, and the Beijing Key Laboratory of Computational Intelligence and Intelligent System, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":null,"display_name":"Junfei Qiao","orcid":"https://orcid.org/0000-0002-8807-106X"},"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":"Junfei Qiao","raw_affiliation_strings":["Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, and the Beijing Key Laboratory of Computational Intelligence and Intelligent System, Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8807-106X","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, and the Beijing Key Laboratory of Computational Intelligence and Intelligent System, 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/A5101610998"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":5.894,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.96814683,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"54","issue":"1","first_page":"379","last_page":"390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11108","display_name":"Municipal Solid Waste Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11108","display_name":"Municipal Solid Waste Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9607999920845032,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11847","display_name":"Recycled Aggregate Concrete Performance","score":0.9581000208854675,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5716881155967712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.564319372177124},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5110076665878296},{"id":"https://openalex.org/keywords/nox","display_name":"NOx","score":0.4472377300262451},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.44699135422706604},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38507652282714844},{"id":"https://openalex.org/keywords/combustion","display_name":"Combustion","score":0.29517436027526855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1102546751499176},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09979650378227234},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07134684920310974},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07098913192749023}],"concepts":[{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5716881155967712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.564319372177124},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5110076665878296},{"id":"https://openalex.org/C203032635","wikidata":"https://www.wikidata.org/wiki/Q20962970","display_name":"NOx","level":3,"score":0.4472377300262451},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.44699135422706604},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38507652282714844},{"id":"https://openalex.org/C105923489","wikidata":"https://www.wikidata.org/wiki/Q133235","display_name":"Combustion","level":2,"score":0.29517436027526855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1102546751499176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09979650378227234},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07134684920310974},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07098913192749023},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2023.3308922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3308922","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3166932179","display_name":null,"funder_award_id":"61890930","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/G8597615802","display_name":null,"funder_award_id":"62073006","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W975547709","https://openalex.org/W1995972800","https://openalex.org/W2005383742","https://openalex.org/W2021273366","https://openalex.org/W2034481920","https://openalex.org/W2112123142","https://openalex.org/W2123066915","https://openalex.org/W2126105956","https://openalex.org/W2134961275","https://openalex.org/W2143381319","https://openalex.org/W2478048910","https://openalex.org/W2563045709","https://openalex.org/W2729972580","https://openalex.org/W2765713974","https://openalex.org/W2890522215","https://openalex.org/W2932748297","https://openalex.org/W2949519357","https://openalex.org/W2973142703","https://openalex.org/W2988551763","https://openalex.org/W3005264862","https://openalex.org/W3032134051","https://openalex.org/W3040921036","https://openalex.org/W3046208559","https://openalex.org/W3107940912","https://openalex.org/W3159226220","https://openalex.org/W3201406390","https://openalex.org/W3202786415","https://openalex.org/W3202855064","https://openalex.org/W3206353879","https://openalex.org/W3208411269","https://openalex.org/W3210226571","https://openalex.org/W3210851605","https://openalex.org/W4205248652","https://openalex.org/W4226524807","https://openalex.org/W4293577576","https://openalex.org/W4293792031","https://openalex.org/W4312972018","https://openalex.org/W4321366654"],"related_works":["https://openalex.org/W4318426920","https://openalex.org/W2055791821","https://openalex.org/W2162013778","https://openalex.org/W2153873031","https://openalex.org/W570431388","https://openalex.org/W2637862190","https://openalex.org/W2611723089","https://openalex.org/W2337862504","https://openalex.org/W3082547637","https://openalex.org/W1994436307"],"abstract_inverted_index":{"Municipal":[0],"solid":[1],"waste":[2],"incineration":[3],"(MSWI)":[4],"process":[5,10,25,82,190],"is":[6,15,70,99,116,155,212,217,228],"a":[7,16,20,65,146,201],"complex":[8,143],"industrial":[9],"with":[11],"strong":[12],"nonlinearity.":[13],"It":[14],"challenge":[17],"to":[18,118,132,160],"build":[19],"model":[21,69],"for":[22,43,72,101,166,186],"the":[23,29,37,50,54,60,73,77,80,103,109,120,134,138,162,167,171,174,178,183,188,194,197,209,215,222,225],"MSWI":[24,51,81,110,175,189,203],"and":[26,46,59,76,123,127,170,180,214,221],"carry":[27],"out":[28],"corresponding":[30],"optimization":[31,39,96,105,121,135,158,165],"works.":[32],"To":[33],"solve":[34],"this":[35],"problem,":[36],"multiobjective":[38,93,104,164],"studies":[40],"are":[41,130,191],"conducted":[42],"both":[44],"modeling":[45,210],"concerned":[47],"indexes":[48],"of":[49,79,108,137,173,182,224],"process,":[52],"including":[53],"nitrogen":[55],"oxides":[56],"(NOx)":[57],"emissions":[58,75,169,227],"combustion":[61],"efficiency":[62],"(CE).":[63],"First,":[64],"data-driven-based":[66],"multiple-input":[67],"multiple-output":[68],"established":[71],"NOx":[74,168,226],"CE":[78,172,216],"based":[83],"on":[84],"Takagi\u2013Sugeno\u2013Kang":[85],"fuzzy":[86],"neural":[87],"network.":[88],"Second,":[89],"an":[90,124],"adaptive":[91,125],"large-scale":[92],"competitive":[94],"swarm":[95],"(ALMOCSO)":[97],"algorithm":[98,140],"designed":[100],"solving":[102,142],"problems":[106],"(MOPs)":[107],"process.":[111,176],"A":[112],"comprehensive":[113],"evaluation":[114],"system":[115],"proposed":[117,131,184],"complete":[119],"foundation,":[122],"scheme":[126],"multistrategy":[128],"learning":[129],"improve":[133],"effect":[136],"ALMOCSO":[139],"in":[141],"MOPs.":[144],"Then,":[145],"Pareto":[147],"optimal":[148],"set":[149],"obtained":[150],"from":[151,200],"massive":[152],"historical":[153],"data":[154,198],"utilized":[156],"as":[157],"reference":[159],"realize":[161],"dynamic":[163],"Finally,":[177],"feasibility":[179],"effectiveness":[181],"methodology":[185],"optimizing":[187],"confirmed":[192],"by":[193],"experiments":[195],"using":[196],"collected":[199],"real":[202],"plant.":[204],"The":[205],"results":[206],"indicate":[207],"that":[208],"accuracy":[211],"satisfactory,":[213],"improved":[218],"over":[219],"10%":[220],"reduction":[223],"achieved":[229],"15.58%.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":15}],"updated_date":"2026-05-31T08:46:17.908082","created_date":"2025-10-10T00:00:00"}