{"id":"https://openalex.org/W2734083160","doi":"https://doi.org/10.1145/3071178.3071185","title":"Automated heuristic design using genetic programming hyper-heuristic for uncertain capacitated arc routing problem","display_name":"Automated heuristic design using genetic programming hyper-heuristic for uncertain capacitated arc routing problem","publication_year":2017,"publication_date":"2017-06-30","ids":{"openalex":"https://openalex.org/W2734083160","doi":"https://doi.org/10.1145/3071178.3071185","mag":"2734083160"},"language":"en","primary_location":{"id":"doi:10.1145/3071178.3071185","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3071178.3071185","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Automated_heuristic_design_using_genetic_programming_hyper-heuristic_for_uncertain_capacitated_arc_routing_problem/20835472","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100385816","display_name":"Yuxin Liu","orcid":"https://orcid.org/0000-0001-8782-1941"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]},{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["CN","NZ"],"is_corresponding":false,"raw_author_name":"Yuxin Liu","raw_affiliation_strings":["Southwest University, Chongqing, China and Victoria University of Wellington, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University, Chongqing, China and Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I142108993","https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073282655","display_name":"Yi Mei","orcid":"https://orcid.org/0000-0003-0682-1363"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Yi Mei","raw_affiliation_strings":["Victoria University of Wellington, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400258","display_name":"Mengjie Zhang","orcid":"https://orcid.org/0000-0003-4463-9538"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Mengjie Zhang","raw_affiliation_strings":["Victoria University of Wellington, Wellington, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100603105","display_name":"Zili Zhang","orcid":"https://orcid.org/0000-0002-8721-9333"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]},{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Zili Zhang","raw_affiliation_strings":["Southwest University, Chongqing, China and Deakin University, Geelong, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University, Chongqing, China and Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I142108993","https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.0341,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.98961884,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9948999881744385,"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":0.9886999726295471,"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/heuristics","display_name":"Heuristics","score":0.8120062947273254},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7558626532554626},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6447374820709229},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5929142832756042},{"id":"https://openalex.org/keywords/arc-routing","display_name":"Arc routing","score":0.5703715085983276},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5058226585388184},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5033363699913025},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.5022127628326416},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48924779891967773},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.46042370796203613},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3110733926296234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29209673404693604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1138271689414978},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08226695656776428}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8120062947273254},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7558626532554626},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6447374820709229},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5929142832756042},{"id":"https://openalex.org/C2778536092","wikidata":"https://www.wikidata.org/wiki/Q4785038","display_name":"Arc routing","level":3,"score":0.5703715085983276},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5058226585388184},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5033363699913025},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.5022127628326416},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48924779891967773},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.46042370796203613},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3110733926296234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29209673404693604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1138271689414978},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08226695656776428},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0},{"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/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.0},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3071178.3071185","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3071178.3071185","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30104946","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20835472","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Automated_heuristic_design_using_genetic_programming_hyper-heuristic_for_uncertain_capacitated_arc_routing_problem/20835472","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20835472","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Automated_heuristic_design_using_genetic_programming_hyper-heuristic_for_uncertain_capacitated_arc_routing_problem/20835472","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1510850782","https://openalex.org/W1556748137","https://openalex.org/W1586256274","https://openalex.org/W1877579279","https://openalex.org/W2011164571","https://openalex.org/W2013497292","https://openalex.org/W2018236017","https://openalex.org/W2030667781","https://openalex.org/W2031236641","https://openalex.org/W2039011874","https://openalex.org/W2039677715","https://openalex.org/W2042967365","https://openalex.org/W2043405286","https://openalex.org/W2044807391","https://openalex.org/W2055882545","https://openalex.org/W2069442678","https://openalex.org/W2072093876","https://openalex.org/W2075691918","https://openalex.org/W2081815260","https://openalex.org/W2109622667","https://openalex.org/W2110620774","https://openalex.org/W2155262811","https://openalex.org/W2161676453","https://openalex.org/W2162168857","https://openalex.org/W2171328669","https://openalex.org/W2274594911","https://openalex.org/W3193398281","https://openalex.org/W4242606162","https://openalex.org/W4387759916"],"related_works":["https://openalex.org/W2078941772","https://openalex.org/W4200388139","https://openalex.org/W2889491356","https://openalex.org/W3001422724","https://openalex.org/W1068348394","https://openalex.org/W2021796553","https://openalex.org/W4285137126","https://openalex.org/W2105094221","https://openalex.org/W2506945462","https://openalex.org/W2981672233"],"abstract_inverted_index":{"Uncertain":[0],"Capacitated":[1],"Arc":[2],"Routing":[3],"Problem":[4],"(UCARP)":[5],"is":[6,53,88,161],"a":[7,15,47,72,166],"variant":[8],"of":[9,17,36,154,179],"the":[10,22,25,30,62,93,97,113,121,126,139,152,155,170,177,180],"well-known":[11],"CARP.":[12],"It":[13],"considers":[14],"variety":[16],"stochastic":[18],"factors":[19],"to":[20,56,60,91,106,169],"reflect":[21],"reality":[23],"where":[24],"exact":[26],"information":[27],"such":[28],"as":[29],"actual":[31],"task":[32,172],"demand":[33,173],"and":[34,130,141,150],"accessibilities":[35],"edges":[37],"are":[38],"unknown":[39],"in":[40,64,144],"advance.":[41],"Existing":[42],"works":[43],"focus":[44],"on":[45],"obtaining":[46],"robust":[48],"solution":[49,63],"beforehand.":[50],"However,":[51],"it":[52,102,160],"also":[54],"important":[55],"design":[57,81],"effective":[58,86],"heuristics":[59],"adjust":[61],"real":[65],"time.":[66],"In":[67,100,158],"this":[68],"paper,":[69],"we":[70,135],"develop":[71],"new":[73],"Genetic":[74],"Programming-based":[75],"Hyper-Heuristic":[76],"(GPHH)":[77],"for":[78,82,112],"automated":[79],"heuristic":[80,114],"UCARP.":[83],"A":[84],"novel":[85],"meta-algorithm":[87],"designed":[89,132],"carefully":[90],"address":[92],"failures":[94],"caused":[95],"by":[96],"environment":[98],"change.":[99],"addition,":[101,159],"employs":[103],"domain":[104],"knowledge":[105],"filter":[107],"some":[108],"infeasible":[109,140],"candidate":[110],"tasks":[111,143],"function.":[115],"The":[116],"experimental":[117],"results":[118],"show":[119],"that":[120,137,163],"proposed":[122],"GPHH":[123,128],"significantly":[124],"outperforms":[125],"existing":[127],"methods":[129],"manually":[131],"heuristics.":[133,157],"Moreover,":[134],"find":[136],"eliminating":[138],"distant":[142],"advance":[145],"can":[146],"reduce":[147],"much":[148],"noise":[149],"improve":[151,176],"efficacy":[153],"evolved":[156],"found":[162],"simply":[164],"adding":[165],"slack":[167],"factor":[168],"expected":[171],"may":[174],"not":[175],"performance":[178],"GPHH.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
