{"id":"https://openalex.org/W2169195544","doi":"https://doi.org/10.1080/13658810701492365","title":"Seeking the Pareto front for multiobjective spatial optimization problems","display_name":"Seeking the Pareto front for multiobjective spatial optimization problems","publication_year":2008,"publication_date":"2008-03-25","ids":{"openalex":"https://openalex.org/W2169195544","doi":"https://doi.org/10.1080/13658810701492365","mag":"2169195544"},"language":"en","primary_location":{"id":"doi:10.1080/13658810701492365","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658810701492365","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-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/A5100705731","display_name":"Bo Huang","orcid":"https://orcid.org/0000-0002-5063-3522"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"B. Huang","raw_affiliation_strings":["Department of Geography and Resource Management, The Chinese University of Hong Kong, Shatin, NT, Hong Kong","Department of Geography and Resource Management , The Chinese University of Hong Kong , Shatin, NT, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Resource Management, The Chinese University of Hong Kong, Shatin, NT, Hong Kong","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Geography and Resource Management , The Chinese University of Hong Kong , Shatin, NT, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053474957","display_name":"Pierre Fery","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"P. Fery","raw_affiliation_strings":["Department of Civil Engineering, National University of Singapore, Singapore","Department of Civil Engineering , National University of Singapore , Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Civil Engineering , National University of Singapore , Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023105714","display_name":"Lulu Xue","orcid":"https://orcid.org/0000-0001-5719-1336"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"L. Xue","raw_affiliation_strings":["Institute of Remote Sensing and Geographic Information Systems, Peking University, Beijing, PR China","Institute of Remote Sensing and Geographic Information Systems , Peking University , Beijing, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographic Information Systems, Peking University, Beijing, PR China","institution_ids":["https://openalex.org/I4210166112"]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographic Information Systems , Peking University , Beijing, PR China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210166112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100445098","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-7959-3387"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Y. Wang","raw_affiliation_strings":["Institute of Geographical Sciences and Nature Resources Research, Chinese Academy of Sciences, Beijing, PR China","Institute of Geographical Sciences and Nature Resources Research , Chinese Academy of Sciences , Beijing, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Geographical Sciences and Nature Resources Research, Chinese Academy of Sciences, Beijing, PR China","institution_ids":["https://openalex.org/I4210160793"]},{"raw_affiliation_string":"Institute of Geographical Sciences and Nature Resources Research , Chinese Academy of Sciences , Beijing, PR China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100705731"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":9.1927,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.97310635,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"22","issue":"5","first_page":"507","last_page":"526"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9959999918937683,"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/T10969","display_name":"Water resources management and optimization","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.8101229667663574},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7662349939346313},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.657280683517456},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6169333457946777},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5525019764900208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5316935777664185},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4851437509059906},{"id":"https://openalex.org/keywords/scalar","display_name":"Scalar (mathematics)","score":0.46293678879737854},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27685433626174927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08818641304969788},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06871706247329712}],"concepts":[{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.8101229667663574},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7662349939346313},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.657280683517456},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6169333457946777},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5525019764900208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5316935777664185},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4851437509059906},{"id":"https://openalex.org/C57691317","wikidata":"https://www.wikidata.org/wiki/Q1289248","display_name":"Scalar (mathematics)","level":2,"score":0.46293678879737854},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27685433626174927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08818641304969788},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06871706247329712},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658810701492365","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658810701492365","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W10514645","https://openalex.org/W1492417045","https://openalex.org/W1500657154","https://openalex.org/W1522980006","https://openalex.org/W1576233352","https://openalex.org/W1601556876","https://openalex.org/W1883765941","https://openalex.org/W1980432290","https://openalex.org/W1982028039","https://openalex.org/W1984078293","https://openalex.org/W1992691094","https://openalex.org/W2013525683","https://openalex.org/W2017801987","https://openalex.org/W2024008934","https://openalex.org/W2036109172","https://openalex.org/W2036850658","https://openalex.org/W2048649651","https://openalex.org/W2050590009","https://openalex.org/W2056802293","https://openalex.org/W2058192020","https://openalex.org/W2061475578","https://openalex.org/W2077443414","https://openalex.org/W2085005956","https://openalex.org/W2095178757","https://openalex.org/W2096590200","https://openalex.org/W2110932284","https://openalex.org/W2115406066","https://openalex.org/W2121365620","https://openalex.org/W2136050606","https://openalex.org/W4248841288"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W2001591765","https://openalex.org/W2073147994","https://openalex.org/W2384474142","https://openalex.org/W3083133203","https://openalex.org/W1588199609","https://openalex.org/W2744462909","https://openalex.org/W1971520370","https://openalex.org/W1550055091"],"abstract_inverted_index":{"Spatial":[0],"optimization":[1,22],"problems,":[2],"such":[3,20],"as":[4],"route":[5],"selection,":[6],"usually":[7],"involve":[8],"multiple,":[9],"conflicting":[10],"objectives":[11,56],"relevant":[12],"to":[13,18,26,78,97,115,134],"locations.":[14],"An":[15],"ideal":[16],"approach":[17,105,113],"solving":[19],"multiobjective":[21,156],"problems":[23],"(MOPs)":[24],"is":[25,36,145],"find":[27],"an":[28,117],"evenly":[29],"distributed":[30],"set":[31,81,141],"of":[32,38,65,82,91,120,142,169,177],"Pareto\u2010optimal":[33],"alternatives,":[34],"which":[35],"capable":[37],"representing":[39],"the":[40,54,63,88,92,121,126,130,135,149,162,167,175,178],"possible":[41],"trade\u2010off":[42],"among":[43],"different":[44],"objectives.":[45],"However,":[46],"these":[47],"MOPs":[48],"are":[49],"commonly":[50],"solved":[51],"by":[52,86,124],"combining":[53],"multiple":[55],"into":[57],"a":[58,66,80,102,140,152],"parametric":[59],"scalar":[60],"objective,":[61],"in":[62,109,129],"form":[64],"weighted":[67],"sum":[68],"function.":[69],"It":[70],"has":[71,106,158],"been":[72,107,159],"found":[73],"that":[74],"this":[75,99,110],"method":[76],"fails":[77],"produce":[79],"well":[83],"spread":[84],"solutions":[85,144],"disregarding":[87],"concave":[89],"part":[90],"Pareto":[93,122],"front.":[94],"In":[95],"order":[96],"overcome":[98],"ill\u2010behaved":[100],"nature,":[101],"novel":[103],"adaptive":[104],"proposed":[108,150],"paper.":[111],"This":[112],"seeks":[114],"provide":[116],"unbiased":[118],"approximation":[119],"front":[123],"tuning":[125],"search":[127],"direction":[128],"objective":[131],"space":[132],"according":[133],"largest":[136],"unexplored":[137],"region":[138],"until":[139],"well\u2010distributed":[143],"reached.":[146],"To":[147],"validate":[148],"methodology,":[151],"case":[153],"study":[154],"on":[155],"routing":[157],"performed":[160],"using":[161],"Singapore":[163],"road":[164],"network":[165],"with":[166],"support":[168],"GIS.":[170],"The":[171],"experimental":[172],"results":[173],"confirm":[174],"effectiveness":[176],"approach.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":7}],"updated_date":"2026-08-02T14:50:37.381335","created_date":"2025-10-10T00:00:00"}
