{"id":"https://openalex.org/W2011164571","doi":"https://doi.org/10.1145/2330163.2330278","title":"A developmental solution to (dynamic) capacitated arc routing problems using genetic programming","display_name":"A developmental solution to (dynamic) capacitated arc routing problems using genetic programming","publication_year":2012,"publication_date":"2012-07-07","ids":{"openalex":"https://openalex.org/W2011164571","doi":"https://doi.org/10.1145/2330163.2330278","mag":"2011164571"},"language":"en","primary_location":{"id":"doi:10.1145/2330163.2330278","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2330163.2330278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th annual conference on Genetic and evolutionary computation","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/A5010827013","display_name":"Thomas Weise","orcid":"https://orcid.org/0000-0002-9687-8509"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Thomas Weise","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China",", University of Science and Technology of China, Hefei, China#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":", University of Science and Technology of China, Hefei, China#TAB#","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063409190","display_name":"Alexandre Devert","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Alexandre Devert","raw_affiliation_strings":["University of Science and Technology of China, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Suzhou, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021254405","display_name":"Ke Tang","orcid":"https://orcid.org/0000-0002-6236-2002"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Tang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China",", University of Science and Technology of China, Hefei, China#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":", University of Science and Technology of China, Hefei, China#TAB#","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010827013"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":1.3859,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.83796075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"831","last_page":"838"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9962000250816345,"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":0.9962000250816345,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9890999794006348,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9886000156402588,"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/arc-routing","display_name":"Arc routing","score":0.8242114186286926},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7786233425140381},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6350734829902649},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5912482738494873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5653662085533142},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5561856031417847},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5497282147407532},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"Vehicle routing problem","score":0.5328567028045654},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.517113447189331},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.47504284977912903},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.460668683052063},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2822265326976776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16426008939743042}],"concepts":[{"id":"https://openalex.org/C2778536092","wikidata":"https://www.wikidata.org/wiki/Q4785038","display_name":"Arc routing","level":3,"score":0.8242114186286926},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7786233425140381},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6350734829902649},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5912482738494873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5653662085533142},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5561856031417847},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5497282147407532},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.5328567028045654},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.517113447189331},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.47504284977912903},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.460668683052063},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2822265326976776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16426008939743042},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2330163.2330278","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2330163.2330278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.698.7456","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.698.7456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.it-weise.de/documents/files/WDT2012ADSTDCARPUGP.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W298987871","https://openalex.org/W397102730","https://openalex.org/W855166337","https://openalex.org/W1503370304","https://openalex.org/W1505641150","https://openalex.org/W1567102157","https://openalex.org/W1567473651","https://openalex.org/W1570187551","https://openalex.org/W1576818901","https://openalex.org/W1591506270","https://openalex.org/W1591718737","https://openalex.org/W1593481303","https://openalex.org/W1603138012","https://openalex.org/W1977642073","https://openalex.org/W2003464925","https://openalex.org/W2007572995","https://openalex.org/W2018236017","https://openalex.org/W2036924136","https://openalex.org/W2039011874","https://openalex.org/W2039621427","https://openalex.org/W2041183433","https://openalex.org/W2080495651","https://openalex.org/W2097006520","https://openalex.org/W2101314043","https://openalex.org/W2103516725","https://openalex.org/W2116872250","https://openalex.org/W2123789618","https://openalex.org/W2137706361","https://openalex.org/W2138878974","https://openalex.org/W2144837496","https://openalex.org/W2145978555","https://openalex.org/W2155262811","https://openalex.org/W2161676453","https://openalex.org/W2590697479"],"related_works":["https://openalex.org/W3119129187","https://openalex.org/W2470251263","https://openalex.org/W2193306078","https://openalex.org/W3177062893","https://openalex.org/W3125143773","https://openalex.org/W2007032764","https://openalex.org/W803550684","https://openalex.org/W2483226803","https://openalex.org/W4352977312","https://openalex.org/W3143937874"],"abstract_inverted_index":{"A":[0],"developmental,":[1],"ontogenic":[2],"approach":[3],"to":[4,51,85,144],"Capacitated":[5],"Arc":[6],"Routing":[7],"Problems":[8],"(CARPs)":[9],"is":[10,49,101,108,158],"introduced.":[11],"The":[12,47,88,116,139,153,165],"genotypes":[13,140,157],"of":[14,23,76,121,128,155,182],"this":[15],"method":[16,134],"are":[17,27,83,119,126,177],"constructive":[18],"heuristics":[19,167],"specified":[20],"as":[21,65],"trees":[22],"mathematical":[24],"functions":[25],"which":[26,42],"evolved":[28,166],"with":[29,59,95],"Genetic":[30],"Programming":[31],"(GP).":[32],"In":[33],"a":[34,39,53],"genotype-phenotype":[35],"mapping,":[36],"they":[37],"guide":[38],"virtual":[40,89],"vehicle":[41,90],"starts":[43],"at":[44,103],"the":[45,66,70,73,77,80,86,93,96,146,156,161,180],"depot.":[46],"genotype":[48],"used":[50],"compute":[52],"heuristic":[54,98],"value":[55,99],"for":[56],"each":[57],"edge":[58,81,94],"unsatisfied":[60],"demands.":[61],"Local":[62],"information":[63],"such":[64],"visiting":[67],"costs":[68],"from":[69,160],"current":[71],"position,":[72],"remaining":[74],"load":[75],"vehicle,":[78],"and":[79,100,176],"demands":[82],"available":[84],"heuristic.":[87],"then":[91],"serves":[92],"lowest":[97],"located":[102],"its":[104],"end.":[105],"This":[106],"process":[107],"repeated":[109],"until":[110],"all":[111],"requirements":[112],"have":[113],"been":[114],"satisfied.":[115],"resulting":[117],"phenotypes":[118],"sets":[120],"tours":[122],"which,":[123],"in":[124,148,171,179],"turn,":[125],"sequences":[127],"edges.":[129],"We":[130],"show":[131],"that":[132],"our":[133],"has":[135],"three":[136],"advantages:":[137],"1)":[138],"can":[141],"be":[142],"reused":[143],"seed":[145],"population":[147],"new":[149],"GP":[150],"runs.":[151],"2)":[152],"size":[154],"independent":[159],"problem":[162],"scale.":[163],"3)":[164],"even":[168],"work":[169],"well":[170],"modified":[172],"or":[173],"dynamic":[174],"scenarios":[175],"robust":[178],"presence":[181],"noise.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
