{"id":"https://openalex.org/W4411600507","doi":"https://doi.org/10.1109/cec65147.2025.11043001","title":"A Theoretical Analysis of Analogy-Based Evolutionary Transfer Optimization","display_name":"A Theoretical Analysis of Analogy-Based Evolutionary Transfer Optimization","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4411600507","doi":"https://doi.org/10.1109/cec65147.2025.11043001"},"language":"en","primary_location":{"id":"doi:10.1109/cec65147.2025.11043001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11043001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Congress on Evolutionary Computation (CEC)","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/A5050606600","display_name":"Xiaoming Xue","orcid":"https://orcid.org/0000-0001-6836-7245"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Xiaoming Xue","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Data Science and Artificial Intelligence,Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Data Science and Artificial Intelligence,Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051395807","display_name":"Liang Feng","orcid":"https://orcid.org/0000-0002-8356-7242"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Feng","raw_affiliation_strings":["Chongqing University,College of Computer Science,China"],"affiliations":[{"raw_affiliation_string":"Chongqing University,College of Computer Science,China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063548093","display_name":"Yinglan Feng","orcid":"https://orcid.org/0000-0002-2420-6439"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yinglan Feng","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Data Science and Artificial Intelligence,Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Data Science and Artificial Intelligence,Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448390","display_name":"Rui Liu","orcid":"https://orcid.org/0000-0001-9061-787X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Rui Liu","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Data Science and Artificial Intelligence,Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Data Science and Artificial Intelligence,Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323988","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0002-6691-6762"},"institutions":[{"id":"https://openalex.org/I44468530","display_name":"Qingdao University of Technology","ror":"https://ror.org/01qzc0f54","country_code":"CN","type":"education","lineage":["https://openalex.org/I44468530"]},{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Qingdao University of Technology,School of Civil Engineering,China"],"affiliations":[{"raw_affiliation_string":"Qingdao University of Technology,School of Civil Engineering,China","institution_ids":["https://openalex.org/I143413998","https://openalex.org/I44468530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025285243","display_name":"Kay Chen Tan","orcid":"https://orcid.org/0000-0002-6802-2463"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kay Chen Tan","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Data Science and Artificial Intelligence,Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Data Science and Artificial Intelligence,Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050606600"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":5.7199,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95698237,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8123999834060669,"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":0.8123999834060669,"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":0.7660999894142151,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.7088000178337097,"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/analogy","display_name":"Analogy","score":0.8872715830802917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6171760559082031},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4305494725704193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2694149613380432},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.1223873496055603},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.1030547022819519}],"concepts":[{"id":"https://openalex.org/C521332185","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogy","level":2,"score":0.8872715830802917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6171760559082031},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4305494725704193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2694149613380432},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.1223873496055603},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1030547022819519}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec65147.2025.11043001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11043001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2151554678","https://openalex.org/W2413527939","https://openalex.org/W2559508241","https://openalex.org/W2583496274","https://openalex.org/W2595502370","https://openalex.org/W2724993384","https://openalex.org/W2730438699","https://openalex.org/W2770581177","https://openalex.org/W2773474358","https://openalex.org/W2810440851","https://openalex.org/W2888985868","https://openalex.org/W2898666732","https://openalex.org/W2923639984","https://openalex.org/W2948943518","https://openalex.org/W3082911192","https://openalex.org/W3111929660","https://openalex.org/W3120732119","https://openalex.org/W3201163799","https://openalex.org/W4206909386","https://openalex.org/W4226466736","https://openalex.org/W4254579240","https://openalex.org/W4328007163","https://openalex.org/W4382999032","https://openalex.org/W4385438065","https://openalex.org/W4388692472","https://openalex.org/W4389352426","https://openalex.org/W4390493186","https://openalex.org/W4390813606","https://openalex.org/W4393038337","https://openalex.org/W4399875784","https://openalex.org/W4401414642","https://openalex.org/W4401414966","https://openalex.org/W4401415386","https://openalex.org/W4402811201","https://openalex.org/W4403331976","https://openalex.org/W4408014701","https://openalex.org/W4408716375","https://openalex.org/W4409916745","https://openalex.org/W6864990024","https://openalex.org/W6875915790","https://openalex.org/W6876234363"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2392206215","https://openalex.org/W2365201483","https://openalex.org/W2355561779","https://openalex.org/W2352407775","https://openalex.org/W108701362","https://openalex.org/W2186567693","https://openalex.org/W2469799552"],"abstract_inverted_index":{"Evolutionary":[0],"transfer":[1,18],"optimization":[2,180],"(ETO)":[3],"has":[4,41],"been":[5],"gaining":[6],"popularity":[7],"in":[8,24,30,108,119],"research":[9],"over":[10,177],"the":[11,35,44,53,58,120,124,133,153,182,185],"years":[12],"due":[13],"to":[14,20,50,57,68,74,82,104,132,150],"its":[15,102,174],"outstanding":[16],"knowledge":[17,116,138],"ability":[19],"address":[21],"various":[22,84,156],"challenges":[23],"optimization.":[25,191],"However,":[26],"a":[27,89,166],"pressing":[28],"issue":[29],"this":[31,69,71],"field":[32],"is":[33],"that":[34,86,122,172],"invention":[36],"of":[37,46,60,136,155,184],"new":[38],"ETO":[39,158,171],"algorithms":[40,62,85],"far":[42],"outpaced":[43],"development":[45],"fundamental":[47],"theories":[48,113],"needed":[49],"clearly":[51],"understand":[52],"key":[54,90,106],"factors":[55],"contributing":[56],"success":[59],"these":[61],"for":[63,78,114,190],"effective":[64],"generalization.":[65],"In":[66],"response":[67],"challenge,":[70],"study":[72],"aims":[73],"establish":[75],"theoretical":[76],"foundations":[77],"analogy-based":[79,115,137,157,170],"ETO,":[80],"specifically":[81],"support":[83],"frequently":[87],"reference":[88],"concept":[91],"known":[92],"as":[93],"similarity.":[94],"First,":[95],"we":[96,111,127,164],"introduce":[97],"analogical":[98],"reasoning":[99],"and":[100,145],"link":[101],"subprocesses":[103],"three":[105],"issues":[107],"ETO.":[109],"Then,":[110],"develop":[112],"transfer,":[117,139],"rooted":[118],"principles":[121],"underlie":[123],"subprocesses.":[125],"Afterwards,":[126],"present":[128],"two":[129],"theorems":[130],"related":[131],"performance":[134,143,148],"gain":[135,144],"namely":[140],"unconditionally":[141],"nonnegative":[142],"conditionally":[146],"positive":[147],"gain,":[149],"theoretically":[151],"demonstrate":[152],"effectiveness":[154],"methods.":[159],"Last":[160],"but":[161],"not":[162],"least,":[163],"offer":[165],"novel":[167],"insight":[168],"into":[169],"interprets":[173],"conditional":[175],"superiority":[176],"traditional":[178],"evolutionary":[179],"through":[181],"lens":[183],"no":[186],"free":[187],"lunch":[188],"theorem":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
