{"id":"https://openalex.org/W4366004008","doi":"https://doi.org/10.1093/jcde/qwad029","title":"The applications of hybrid approach combining exact method and evolutionary algorithm in combinatorial optimization","display_name":"The applications of hybrid approach combining exact method and evolutionary algorithm in combinatorial optimization","publication_year":2023,"publication_date":"2023-04-14","ids":{"openalex":"https://openalex.org/W4366004008","doi":"https://doi.org/10.1093/jcde/qwad029"},"language":"en","primary_location":{"id":"doi:10.1093/jcde/qwad029","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1093/jcde/qwad029","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwad029/49914412/qwad029.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/qwad029/49914412/qwad029.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054581059","display_name":"Suling Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suling Duan","raw_affiliation_strings":["School of Statistics, Chengdu University of Information Technology , Sichuan, 610103, China"],"raw_orcid":"https://orcid.org/0000-0002-0055-2353","affiliations":[{"raw_affiliation_string":"School of Statistics, Chengdu University of Information Technology , Sichuan, 610103, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038283459","display_name":"Shanlin Jiang","orcid":"https://orcid.org/0000-0002-1382-1460"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanlin Jiang","raw_affiliation_strings":["College of Computer Science, Sichuan University , Sichuan, 610065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University , Sichuan, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103201162","display_name":"Huan Dai","orcid":"https://orcid.org/0000-0003-2708-2790"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huan Dai","raw_affiliation_strings":["School of Electronic and Information Engineering, Suzhou University of Science and Technology , Jiangsu, 215009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Suzhou University of Science and Technology , Jiangsu, 215009, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748065","display_name":"Luping Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luping Wang","raw_affiliation_strings":["Jiangsu Key Laboratory for Elevator Intelligent Safety , Jiangsu, 215506, China","School of Electronic and Information Engineering, Suzhou University of Science and Technology , Jiangsu, 215009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory for Elevator Intelligent Safety , Jiangsu, 215506, China","institution_ids":[]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Suzhou University of Science and Technology , Jiangsu, 215009, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079411812","display_name":"Zhenan He","orcid":"https://orcid.org/0000-0001-6519-7332"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenan He","raw_affiliation_strings":["College of Computer Science, Sichuan University , Sichuan, 610065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University , Sichuan, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103201162"],"corresponding_institution_ids":["https://openalex.org/I308837"],"apc_list":{"value":1650,"currency":"USD","value_usd":1650},"apc_paid":{"value":1650,"currency":"USD","value_usd":1650},"fwci":1.5803,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84871706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"10","issue":"3","first_page":"934","last_page":"946"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9995999932289124,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973999857902527,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9887999892234802,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6017544269561768},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5998821258544922},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.588489830493927},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.5309839844703674},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.48161548376083374},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.44865721464157104},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.43486273288726807},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.41699138283729553},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3615095913410187},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2585407495498657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.180304616689682}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6017544269561768},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5998821258544922},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.588489830493927},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.5309839844703674},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.48161548376083374},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.44865721464157104},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43486273288726807},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.41699138283729553},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3615095913410187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2585407495498657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.180304616689682}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jcde/qwad029","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1093/jcde/qwad029","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwad029/49914412/qwad029.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/qwad029","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1093/jcde/qwad029","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwad029/49914412/qwad029.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":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3912052075","display_name":null,"funder_award_id":"2022YFN0017","funder_id":"https://openalex.org/F4320336596","funder_display_name":"Key Research and Development Program of Sichuan Province"},{"id":"https://openalex.org/G6174645457","display_name":null,"funder_award_id":"2021DQ02-0903","funder_id":"https://openalex.org/F4320321570","funder_display_name":"China National Petroleum Corporation"}],"funders":[{"id":"https://openalex.org/F4320321570","display_name":"China National Petroleum Corporation","ror":"https://ror.org/05269d038"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320336596","display_name":"Key Research and Development Program of Sichuan Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366004008.pdf","grobid_xml":"https://content.openalex.org/works/W4366004008.grobid-xml"},"referenced_works_count":80,"referenced_works":["https://openalex.org/W78616818","https://openalex.org/W1171506936","https://openalex.org/W1484558819","https://openalex.org/W1514122565","https://openalex.org/W1518970501","https://openalex.org/W1541764988","https://openalex.org/W1560446172","https://openalex.org/W1573105844","https://openalex.org/W1752175949","https://openalex.org/W1952294948","https://openalex.org/W1967179727","https://openalex.org/W1970355999","https://openalex.org/W1985028263","https://openalex.org/W1994357852","https://openalex.org/W1997112746","https://openalex.org/W2006903707","https://openalex.org/W2010334716","https://openalex.org/W2027825959","https://openalex.org/W2041714725","https://openalex.org/W2055418225","https://openalex.org/W2058584036","https://openalex.org/W2059751944","https://openalex.org/W2059752592","https://openalex.org/W2063374411","https://openalex.org/W2066795759","https://openalex.org/W2079329679","https://openalex.org/W2097571405","https://openalex.org/W2101657530","https://openalex.org/W2104229531","https://openalex.org/W2127777220","https://openalex.org/W2136177401","https://openalex.org/W2138283722","https://openalex.org/W2142087645","https://openalex.org/W2144931885","https://openalex.org/W2151124439","https://openalex.org/W2152195021","https://openalex.org/W2277678953","https://openalex.org/W2560324934","https://openalex.org/W2634097930","https://openalex.org/W2735097424","https://openalex.org/W2736997008","https://openalex.org/W2795621792","https://openalex.org/W2806717285","https://openalex.org/W2895971087","https://openalex.org/W2911740249","https://openalex.org/W2922467703","https://openalex.org/W2945774998","https://openalex.org/W3000490428","https://openalex.org/W3000633136","https://openalex.org/W3006525655","https://openalex.org/W3006746595","https://openalex.org/W3007190076","https://openalex.org/W3028019454","https://openalex.org/W3094704314","https://openalex.org/W3119669446","https://openalex.org/W3136502780","https://openalex.org/W3178305042","https://openalex.org/W3192396614","https://openalex.org/W3206219041","https://openalex.org/W3215264782","https://openalex.org/W4200407063","https://openalex.org/W4211130072","https://openalex.org/W4221045536","https://openalex.org/W4252801674","https://openalex.org/W4253658539","https://openalex.org/W4255654664","https://openalex.org/W4280650337","https://openalex.org/W4289732084","https://openalex.org/W4292083457","https://openalex.org/W4294811497","https://openalex.org/W4308312987","https://openalex.org/W4309716977","https://openalex.org/W4313681148","https://openalex.org/W6605308583","https://openalex.org/W6607463403","https://openalex.org/W6629971354","https://openalex.org/W6632284665","https://openalex.org/W6678800868","https://openalex.org/W6683585172","https://openalex.org/W6689350024"],"related_works":["https://openalex.org/W3161231593","https://openalex.org/W2729115982","https://openalex.org/W2795556697","https://openalex.org/W4200602616","https://openalex.org/W4380302395","https://openalex.org/W2557786635","https://openalex.org/W114533130","https://openalex.org/W2372680517","https://openalex.org/W2058142975","https://openalex.org/W2039201796"],"abstract_inverted_index":{"Abstract":[0],"Combinatorial":[1],"optimization":[2,106,142],"problems":[3],"have":[4],"very":[5],"important":[6],"applications":[7],"in":[8,23,27,58,73,102,133,143],"information":[9],"technology,":[10],"transportation,":[11],"economics,":[12],"management,":[13],"network":[14],"communication,":[15],"and":[16,33,96,157,167],"other":[17],"fields.":[18],"Since":[19],"the":[20,29,44,47,56,82,113,122,131,138,161,164,169],"problem":[21,57],"size":[22],"real-scenario":[24],"application":[25,139],"is":[26],"large-scale,":[28],"demand":[30,83],"for":[31,125],"real-time":[32],"efficient":[34],"solving":[35,103],"approaches":[36,68,79,127],"increases":[37],"rapidly.":[38],"The":[39,108],"traditional":[40],"exact":[41,94,134,155],"methods":[42,52,95],"guarantee":[43],"optimality":[45],"of":[46,84,140,163],"final":[48],"solution,":[49],"but":[50,118],"these":[51,78],"can":[53,69],"hardly":[54],"solve":[55],"acceptable":[59],"time":[60],"due":[61],"to":[62],"extremely":[63],"high":[64],"computational":[65],"costs.":[66],"Heuristic":[67],"find":[70],"feasible":[71],"solutions":[72],"a":[74],"limited":[75],"time,":[76],"while":[77],"cannot":[80],"meet":[81],"solution":[85],"quality.":[86],"In":[87],"recent":[88],"years,":[89],"hybrid":[90,152],"algorithms":[91,98,153],"based":[92],"on":[93,151],"heuristic":[97],"show":[99],"outstanding":[100],"performance":[101],"large-scale":[104],"combinatorial":[105,141],"problems.":[107,145],"hybridization":[109],"not":[110],"only":[111],"overcomes":[112],"shortcomings":[114],"from":[115],"single":[116],"algorithm":[117],"also":[119],"fully":[120],"utilizes":[121],"search":[123],"ability":[124],"population-based":[126],"as":[128,130],"well":[129],"interpretability":[132],"methods,":[135],"which":[136],"promotes":[137],"real-world":[144],"This":[146],"paper":[147],"reviews":[148],"existing":[149,165],"studies":[150],"combining":[154],"method":[156],"evolutionary":[158],"computation,":[159],"summarizes":[160],"characteristics":[162],"algorithms,":[166],"directs":[168],"future":[170],"research.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}