{"id":"https://openalex.org/W4253755901","doi":"https://doi.org/10.1109/wsc.2017.8247879","title":"A meta-algorithm for validating agent-based simulation models to support decision making","display_name":"A meta-algorithm for validating agent-based simulation models to support decision making","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W4253755901","doi":"https://doi.org/10.1109/wsc.2017.8247879"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2017.8247879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8247879","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","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":"2017 Winter Simulation Conference (WSC)","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/A5029847317","display_name":"Warren Volk-Makarewicz","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Warren Volk-Makarewicz","raw_affiliation_strings":["Research Area Operations Research and Management, RWTH Aachen University, Aachen, GERMANY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Area Operations Research and Management, RWTH Aachen University, Aachen, GERMANY","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083916183","display_name":"Catherine Cleophas","orcid":"https://orcid.org/0000-0002-3676-2782"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Catherine Cleophas","raw_affiliation_strings":["Research Area Operations Research and Management, RWTH Aachen University, Aachen, GERMANY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Area Operations Research and Management, RWTH Aachen University, Aachen, GERMANY","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68518519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1348","last_page":"1359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9886999726295471,"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/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7443476319313049},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5488883852958679},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5338104367256165},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.43743225932121277},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4151146411895752},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4077349901199341},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38369521498680115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36207816004753113},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11935719847679138},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09617555141448975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7443476319313049},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5488883852958679},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5338104367256165},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.43743225932121277},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4151146411895752},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4077349901199341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38369521498680115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36207816004753113},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11935719847679138},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09617555141448975},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2017.8247879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8247879","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","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":"2017 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320320974","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98"},{"id":"https://openalex.org/F4320321008","display_name":"Universiteit van Amsterdam","ror":"https://ror.org/04dkp9463"},{"id":"https://openalex.org/F4320321014","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50"},{"id":"https://openalex.org/F4320324232","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1585339076","https://openalex.org/W1598444752","https://openalex.org/W1964610230","https://openalex.org/W1969727095","https://openalex.org/W1972918355","https://openalex.org/W1989158281","https://openalex.org/W1999093828","https://openalex.org/W2020721888","https://openalex.org/W2030395122","https://openalex.org/W2044678804","https://openalex.org/W2047614157","https://openalex.org/W2105109338","https://openalex.org/W2106960948","https://openalex.org/W2120440936","https://openalex.org/W2126105956","https://openalex.org/W2142022975","https://openalex.org/W2145479420","https://openalex.org/W2163286960","https://openalex.org/W2163528881","https://openalex.org/W2167566647","https://openalex.org/W2171688060","https://openalex.org/W2276820164","https://openalex.org/W2280871286","https://openalex.org/W2319890895","https://openalex.org/W2363930778","https://openalex.org/W2489605225","https://openalex.org/W2534759829","https://openalex.org/W2603590941","https://openalex.org/W2617838887","https://openalex.org/W3023169168","https://openalex.org/W3121364520","https://openalex.org/W3121374826","https://openalex.org/W3121705464","https://openalex.org/W3122455945","https://openalex.org/W3196620053","https://openalex.org/W4205406814","https://openalex.org/W4213138763","https://openalex.org/W4252485478","https://openalex.org/W4253172700","https://openalex.org/W4298304654","https://openalex.org/W4388251328"],"related_works":["https://openalex.org/W4310173797","https://openalex.org/W2603334655","https://openalex.org/W1544444669","https://openalex.org/W2970916260","https://openalex.org/W2360183304","https://openalex.org/W2810390450","https://openalex.org/W2955978773","https://openalex.org/W2114770238","https://openalex.org/W2465125299","https://openalex.org/W1190080889"],"abstract_inverted_index":{"By":[0],"explicitly":[1],"modeling":[2],"the":[3,13,18,57,83,86,109,112],"decision":[4,44],"making":[5],"of":[6,85,93],"heterogeneous":[7],"individuals,":[8],"agent-based":[9,48,69],"models":[10,70],"can":[11],"compute":[12],"resulting":[14],"emergent":[15],"phenomena":[16],"on":[17,31,47,56],"micro-level.":[19],"This":[20,60,75],"lets":[21],"planners":[22],"evaluate":[23],"new":[24],"planning":[25],"approaches":[26],"for":[27,71],"problems":[28,54],"that":[29],"depend":[30],"individual":[32,104],"decisions.":[33],"Examples":[34],"include":[35],"airline":[36],"revenue":[37],"management":[38],"or":[39],"traffic":[40],"control.":[41],"However,":[42],"when":[43],"support":[45],"relies":[46],"modeling,":[49],"its":[50],"applicability":[51],"to":[52,67,79],"real-world":[53],"depends":[55],"model's":[58,87],"validity.":[59],"paper":[61],"introduces":[62],"a":[63],"novel":[64],"methodological":[65],"concept":[66,76],"decompose":[68],"calibration":[72,94],"and":[73,95,102,106],"validation.":[74],"enables":[77],"modelers":[78],"isolate":[80],"agents":[81],"from":[82],"evolution":[84],"state":[88],"variables,":[89],"allowing":[90],"greater":[91],"choice":[92],"validation":[96],"approaches.":[97],"The":[98],"approach":[99],"first":[100],"parameterizes":[101],"validates":[103],"agents,":[105],"subsequently":[107],"re-calibrates":[108],"agent-collective":[110],"within":[111],"entire":[113],"model.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}