{"id":"https://openalex.org/W4413744215","doi":"https://doi.org/10.1093/jcde/qwaf087","title":"A priori injection strategy for dynamic multi-objective optimization via dynamic routing evolution method","display_name":"A priori injection strategy for dynamic multi-objective optimization via dynamic routing evolution method","publication_year":2025,"publication_date":"2025-08-27","ids":{"openalex":"https://openalex.org/W4413744215","doi":"https://doi.org/10.1093/jcde/qwaf087"},"language":"en","primary_location":{"id":"doi:10.1093/jcde/qwaf087","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwaf087","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwaf087/64143574/qwaf087.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwaf087/64143574/qwaf087.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025344820","display_name":"Fei Wu","orcid":"https://orcid.org/0000-0002-8483-5392"},"institutions":[{"id":"https://openalex.org/I4210092870","display_name":"Jiaxing University","ror":"https://ror.org/00j2a7k55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092870"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wu","raw_affiliation_strings":["College of Artificial Intelligence, Jiaxing University , Jiaxing, Zhejiang 314000 ,","College of Information Science and Engineering, Jiaxing University , Jiaxing, Zhejiang 314000 ,"],"raw_orcid":"https://orcid.org/0000-0002-8483-5392","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Jiaxing University , Jiaxing, Zhejiang 314000 ,","institution_ids":["https://openalex.org/I4210092870"]},{"raw_affiliation_string":"College of Information Science and Engineering, Jiaxing University , Jiaxing, Zhejiang 314000 ,","institution_ids":["https://openalex.org/I4210092870"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiacheng Chen","orcid":"https://orcid.org/0000-0001-7384-7972"},"institutions":[{"id":"https://openalex.org/I4210092870","display_name":"Jiaxing University","ror":"https://ror.org/00j2a7k55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092870"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiacheng Chen","raw_affiliation_strings":["College of Artificial Intelligence, Jiaxing University , Jiaxing, Zhejiang 314000 ,","College of Information Science and Engineering, Jiaxing University , Jiaxing, Zhejiang 314000 ,"],"raw_orcid":"https://orcid.org/0000-0001-7384-7972","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Jiaxing University , Jiaxing, Zhejiang 314000 ,","institution_ids":["https://openalex.org/I4210092870"]},{"raw_affiliation_string":"College of Information Science and Engineering, Jiaxing University , Jiaxing, Zhejiang 314000 ,","institution_ids":["https://openalex.org/I4210092870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102959230","display_name":"Wanliang Wang","orcid":"https://orcid.org/0000-0002-3408-3321"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanliang Wang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology , Hangzhou, Zhejiang 310000 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology , Hangzhou, Zhejiang 310000 ,","institution_ids":["https://openalex.org/I168879160","https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100718309","display_name":"Guoqing Li","orcid":"https://orcid.org/0000-0001-7599-3447"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqing Li","raw_affiliation_strings":["College of Information Science and Engineering, Ningbo University , Ningbo, Zhejiang 315000 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ningbo University , Ningbo, Zhejiang 315000 ,","institution_ids":["https://openalex.org/I109935558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210092870"],"apc_list":{"value":1650,"currency":"USD","value_usd":1650},"apc_paid":{"value":1650,"currency":"USD","value_usd":1650},"fwci":0.7772,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77493906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":"9","first_page":"101","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.996399998664856,"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":0.996399998664856,"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":0.9805999994277954,"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/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6032712459564209},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5644145607948303},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47071048617362976},{"id":"https://openalex.org/keywords/adaptive-routing","display_name":"Adaptive routing","score":0.42138975858688354},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.40213507413864136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3087049126625061},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.08837750554084778}],"concepts":[{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6032712459564209},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5644145607948303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47071048617362976},{"id":"https://openalex.org/C24856439","wikidata":"https://www.wikidata.org/wiki/Q352483","display_name":"Adaptive routing","level":5,"score":0.42138975858688354},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.40213507413864136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3087049126625061},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.08837750554084778},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jcde/qwaf087","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwaf087","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwaf087/64143574/qwaf087.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1093/jcde/qwaf087","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwaf087","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwaf087/64143574/qwaf087.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G138760691","display_name":null,"funder_award_id":"61873240","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G3580725138","display_name":"\u57fa\u4e8e\u5c0f\u6837\u672c\u5b66\u4e60\u7684\u7f51\u7edc\u5165\u4fb5\u6d41\u91cf\u7279\u5f81\u63d0\u53d6\u548c\u5206\u7c7b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"LQ23F020006","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G5945482083","display_name":"\u9762\u5411\u590d\u6742\u591a\u6a21\u7684\u591a\u76ee\u6807\u6f14\u5316\u4f18\u5316\u65b9\u6cd5\u7814\u7a76","funder_award_id":"LQ23F030007","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G6761593247","display_name":null,"funder_award_id":"61873240","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7456398715","display_name":"\u9762\u5411\u4e34\u5e8a\u533b\u7597\u573a\u666f\u7684\u591a\u6e90\u5f02\u6784MRI\u5feb\u901f\u91cd\u5efa\u65b9\u6cd5\u7814\u7a76","funder_award_id":"LQN25F020024","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G7784420291","display_name":null,"funder_award_id":"62302197","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/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413744215.pdf","grobid_xml":"https://content.openalex.org/works/W4413744215.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W224959492","https://openalex.org/W1564638059","https://openalex.org/W1574490530","https://openalex.org/W1968173975","https://openalex.org/W1972319095","https://openalex.org/W1998898918","https://openalex.org/W2044709125","https://openalex.org/W2062518669","https://openalex.org/W2075356520","https://openalex.org/W2082310572","https://openalex.org/W2142844925","https://openalex.org/W2147573707","https://openalex.org/W2148458253","https://openalex.org/W2261563054","https://openalex.org/W2297591561","https://openalex.org/W2343489328","https://openalex.org/W2344331011","https://openalex.org/W2484930447","https://openalex.org/W2510493362","https://openalex.org/W2529345806","https://openalex.org/W2533770209","https://openalex.org/W2542993152","https://openalex.org/W2649938423","https://openalex.org/W2752455195","https://openalex.org/W2785791737","https://openalex.org/W2787507140","https://openalex.org/W2797291665","https://openalex.org/W2884165914","https://openalex.org/W2910260183","https://openalex.org/W2915016429","https://openalex.org/W3009740514","https://openalex.org/W3011190168","https://openalex.org/W3037258640","https://openalex.org/W3091309063","https://openalex.org/W3125523889","https://openalex.org/W3193740671","https://openalex.org/W4205803874","https://openalex.org/W4206912755","https://openalex.org/W4213231389","https://openalex.org/W4224314402","https://openalex.org/W4282937376","https://openalex.org/W4293182105","https://openalex.org/W4293229829","https://openalex.org/W4293825460","https://openalex.org/W4294566414","https://openalex.org/W4300689554","https://openalex.org/W4308470184","https://openalex.org/W4310422352","https://openalex.org/W4311765018","https://openalex.org/W4312000417","https://openalex.org/W4319770593","https://openalex.org/W4322773948","https://openalex.org/W4328102232","https://openalex.org/W4362672487","https://openalex.org/W4372279887","https://openalex.org/W4381185181","https://openalex.org/W4385063060","https://openalex.org/W4386002111","https://openalex.org/W4387137023","https://openalex.org/W4389038947","https://openalex.org/W4400870544"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2738408817","https://openalex.org/W2068680190"],"abstract_inverted_index":{"Abstract":[0],"The":[1,88,116,129,159,222],"dynamic":[2,79,83,100,107,114,117,124,230],"multi-objective":[3,80],"problem":[4],"aims":[5],"to":[6,32,50,113,169,171,208],"swiftly":[7],"track":[8],"the":[9,23,40,56,91,94,99,103,123,136,143,145,152,167,172,177,184,189,194,197,202,209,236,241],"Pareto":[10],"frontier,":[11],"necessitating":[12],"a":[13,74,155,210],"delicate":[14],"equilibrium":[15],"between":[16],"convergence":[17,34],"speed":[18],"and":[19,52,110,188,235,251],"population":[20,146,160,168,220],"diversity":[21],"in":[22,65,135,151,245],"evolutionary":[24],"process.":[25],"Numerous":[26],"strategies":[27,47,231],"have":[28],"been":[29,62],"implemented,":[30],"aiming":[31],"expedite":[33],"through":[35],"prediction":[36],"or":[37],"diversification":[38],"via":[39,82],"generation":[41],"of":[42,58,93,96,98,105,138,154,199],"new":[43],"populations.":[44],"Yet,":[45],"these":[46],"often":[48],"lead":[49],"unintended":[51],"counterproductive":[53],"outcomes.":[54],"Additionally,":[55],"incorporation":[57],"prior":[59],"knowledge":[60,212],"has":[61],"largely":[63],"overlooked":[64],"this":[66,69,246],"context.":[67],"In":[68,196],"paper,":[70],"we":[71],"propose":[72],"an":[73],"priori":[75,211],"injection":[76,213],"strategy":[77,89,132,148,162,179,190,203],"for":[78,166,219],"optimization":[81,108],"routing":[84,118],"evolution":[85],"approach":[86],"(DR-MOEA).":[87],"refines":[90],"partitioning":[92],"degree":[95],"change":[97],"environment,":[101],"aggregates":[102],"advantages":[104],"multiple":[106],"strategies,":[109],"responds":[111],"flexibly":[112],"demands.":[115],"threshold":[119],"can":[120],"adaptively":[121],"segment":[122],"environment":[125,175,187],"into":[126],"three":[127],"levels.":[128],"reverse":[130],"checking":[131],"is":[133,149,163,216,225,248],"used":[134,150],"case":[137,153,198],"slightly":[139],"changing":[140,157,174,186],"environment.":[141,158],"On":[142],"contrary,":[144],"reconfiguration":[147,161],"drastically":[156],"more":[164,217],"helpful":[165],"adapt":[170],"massively":[173,185],"than":[176],"single":[178],"that":[180,191,240],"cannot":[181],"cope":[182],"with":[183,227],"blindly":[192],"initializes":[193],"population.":[195],"moderate":[200],"change,":[201],"will":[204],"be":[205],"dynamically":[206],"routed":[207],"strategy,":[214],"which":[215],"instructive":[218],"prediction.":[221],"proposed":[223,244],"DR-MOEA":[224,242],"compared":[226],"five":[228],"state-of-the-art":[229],"on":[232],"14":[233],"benchmarks,":[234],"experimental":[237],"results":[238],"show":[239],"method":[243],"paper":[247],"effective,":[249],"robust,":[250],"competitive.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
