{"id":"https://openalex.org/W4400412047","doi":"https://doi.org/10.1145/3638529.3654181","title":"Evolving Reliable Differentiating Constraints for the Chance-constrained Maximum Coverage Problem","display_name":"Evolving Reliable Differentiating Constraints for the Chance-constrained Maximum Coverage Problem","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4400412047","doi":"https://doi.org/10.1145/3638529.3654181"},"language":"en","primary_location":{"id":"doi:10.1145/3638529.3654181","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638529.3654181","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":"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/A5083497822","display_name":"Saba Sadeghi Ahouei","orcid":"https://orcid.org/0000-0001-5307-2567"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saba Sadeghi Ahouei","raw_affiliation_strings":["School of Computer and Mathematical Sciences, The University of Adelaide, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5307-2567","affiliations":[{"raw_affiliation_string":"School of Computer and Mathematical Sciences, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018750945","display_name":"Jacob de Nobel","orcid":"https://orcid.org/0000-0003-1169-1962"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jacob De Nobel","raw_affiliation_strings":["LIACS, Leiden University, Leiden, Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-1169-1962","affiliations":[{"raw_affiliation_string":"LIACS, Leiden University, Leiden, Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001757263","display_name":"Aneta Neumann","orcid":"https://orcid.org/0000-0002-0036-4782"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Aneta Neumann","raw_affiliation_strings":["School of Computer and Mathematical Sciences, The University of Adelaide, adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0036-4782","affiliations":[{"raw_affiliation_string":"School of Computer and Mathematical Sciences, The University of Adelaide, adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062646838","display_name":"Thomas B\u00e4ck","orcid":"https://orcid.org/0000-0001-6768-1478"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Thomas B\u00e4ck","raw_affiliation_strings":["LIACS, Leiden University, leiden, Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-6768-1478","affiliations":[{"raw_affiliation_string":"LIACS, Leiden University, leiden, Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089531887","display_name":"Frank Neumann","orcid":"https://orcid.org/0000-0002-2721-3618"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Frank Neumann","raw_affiliation_strings":["School of Computer and Mathematical Sciences, The University of Adelaide, adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2721-3618","affiliations":[{"raw_affiliation_string":"School of Computer and Mathematical Sciences, The University of Adelaide, adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3543,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9261745,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1036","last_page":"1044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11413","display_name":"Risk and Portfolio Optimization","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11413","display_name":"Risk and Portfolio Optimization","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.994700014591217,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.986299991607666,"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/computer-science","display_name":"Computer science","score":0.5853567123413086},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4121280610561371},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1847594678401947}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5853567123413086},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4121280610561371},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1847594678401947}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3638529.3654181","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3638529.3654181","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W397102730","https://openalex.org/W1495775210","https://openalex.org/W1680189815","https://openalex.org/W1982141993","https://openalex.org/W1997783781","https://openalex.org/W2015429465","https://openalex.org/W2053381548","https://openalex.org/W2074197819","https://openalex.org/W2083515646","https://openalex.org/W2110786553","https://openalex.org/W2132651631","https://openalex.org/W2151554678","https://openalex.org/W2263717697","https://openalex.org/W2559450877","https://openalex.org/W2896499328","https://openalex.org/W2898873842","https://openalex.org/W2948946638","https://openalex.org/W2962827889","https://openalex.org/W2995695017","https://openalex.org/W3036623703","https://openalex.org/W3036859669","https://openalex.org/W3040314049","https://openalex.org/W3173417360","https://openalex.org/W4285604467","https://openalex.org/W4378770809","https://openalex.org/W4384024352","https://openalex.org/W4385767993","https://openalex.org/W4400412161","https://openalex.org/W4400414506","https://openalex.org/W4400414672"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Chance-constrained":[0],"problems":[1],"involve":[2],"stochastic":[3,115],"components":[4],"in":[5,40,67,176],"the":[6,18,27,35,59,111,128,155,178,182],"constraints":[7,25,108,193],"which":[8,137,161],"can":[9,85],"be":[10],"violated":[11],"with":[12,42,70,87,118,194],"a":[13,55,150],"small":[14],"probability.":[15],"We":[16,98,121],"investigate":[17],"impact":[19],"of":[20,23,29,61,83,90,106,113,131,164,181,191,201],"different":[21,81,88,196],"types":[22,82,89,200],"chance":[24,43,51,107,192],"on":[26],"performance":[28,60,112,156,165,183,197],"iterative":[30],"search":[31,116],"algorithms":[32,62,84,117],"and":[33,78,93,185],"study":[34],"classical":[36],"maximum":[37],"coverage":[38],"problem":[39],"graphs":[41],"constraints.":[44],"Our":[45,167],"goal":[46],"is":[47,173],"to":[48,75,134,140,153,187],"evolve":[49,135],"reliable":[50,142,189],"constraint":[52,91],"settings":[53,92],"for":[54,158,198],"given":[56],"graph":[57],"where":[58],"differs":[63],"significantly":[64,195],"not":[65],"just":[66],"expectation":[68],"but":[69],"high":[71,119],"confidence.":[72,120],"This":[73],"allows":[74],"better":[76],"learn":[77],"understand":[79],"how":[80],"deal":[86],"supports":[94],"automatic":[95],"algorithm":[96,102],"selection.":[97],"develop":[99],"an":[100],"evolutionary":[101],"that":[103,109,170],"provides":[104],"sets":[105,190],"differentiate":[110],"two":[114,159],"initially":[122],"use":[123],"traditional":[124],"approximation":[125],"ratio":[126],"as":[127],"fitness":[129],"function":[130],"(1+1)":[132],"EA":[133],"instances,":[136],"shows":[138],"inadequacy":[139],"generate":[141],"instances.":[143],"To":[144],"address":[145],"this":[146],"issue,":[147],"we":[148],"introduce":[149],"new":[151],"measure":[152],"calculate":[154],"difference":[157],"algorithms,":[160],"considers":[162],"variances":[163],"ratios.":[166],"experiments":[168],"show":[169],"our":[171],"approach":[172],"highly":[174],"successful":[175],"solving":[177],"instability":[179],"issue":[180],"ratios":[184],"leads":[186],"evolving":[188],"various":[199],"algorithms.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
