{"id":"https://openalex.org/W4244897022","doi":"https://doi.org/10.1109/wsc.2016.7822197","title":"The impact of modeling paradigms on the outcome of simulation studies: An experimental case study","display_name":"The impact of modeling paradigms on the outcome of simulation studies: An experimental case study","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W4244897022","doi":"https://doi.org/10.1109/wsc.2016.7822197"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2016.7822197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2016.7822197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5020043714","display_name":"Saikou Y. Diallo","orcid":"https://orcid.org/0000-0003-2389-2809"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saikou Y. Diallo","raw_affiliation_strings":["Virginia Modeling, Analysis and Simulation Center, Suffolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Modeling, Analysis and Simulation Center, Suffolk, VA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003283890","display_name":"Christopher J. Lynch","orcid":"https://orcid.org/0000-0002-4830-7488"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christopher J. Lynch","raw_affiliation_strings":["Virginia Modeling, Analysis and Simulation Center, Suffolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Modeling, Analysis and Simulation Center, Suffolk, VA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012136427","display_name":"Jos\u00e9 J. Padilla","orcid":"https://orcid.org/0000-0003-0720-4148"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jose J. Padilla","raw_affiliation_strings":["Virginia Modeling, Analysis and Simulation Center, Suffolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Modeling, Analysis and Simulation Center, Suffolk, VA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026324363","display_name":"Ross Gore","orcid":"https://orcid.org/0000-0003-4065-6146"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ross Gore","raw_affiliation_strings":["Virginia Modeling, Analysis and Simulation Center, Suffolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Modeling, Analysis and Simulation Center, Suffolk, VA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.43204176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1451","last_page":"1462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9988999962806702,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9988999962806702,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9872999787330627,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.8881629705429077},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7876498699188232},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.5711530447006226},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.5545107126235962},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.545890748500824},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.5104979276657104},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4809831380844116},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.4695582687854767},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4678780734539032},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.2719922661781311},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24786636233329773},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0777948796749115}],"concepts":[{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.8881629705429077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7876498699188232},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.5711530447006226},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.5545107126235962},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.545890748500824},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.5104979276657104},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4809831380844116},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.4695582687854767},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4678780734539032},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2719922661781311},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24786636233329773},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0777948796749115},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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":1,"locations":[{"id":"doi:10.1109/wsc.2016.7822197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2016.7822197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Winter Simulation Conference (WSC)","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":24,"referenced_works":["https://openalex.org/W632161920","https://openalex.org/W1503477597","https://openalex.org/W1552976810","https://openalex.org/W1555961825","https://openalex.org/W1905944507","https://openalex.org/W1974332708","https://openalex.org/W2086877239","https://openalex.org/W2093156234","https://openalex.org/W2150139634","https://openalex.org/W2156926624","https://openalex.org/W2166455423","https://openalex.org/W2230253282","https://openalex.org/W2548597659","https://openalex.org/W2988934653","https://openalex.org/W4206489165","https://openalex.org/W4231591680","https://openalex.org/W4235423236","https://openalex.org/W4237768889","https://openalex.org/W4238536640","https://openalex.org/W4253141051","https://openalex.org/W4253172700","https://openalex.org/W6653967188","https://openalex.org/W6682846139","https://openalex.org/W6729574808"],"related_works":["https://openalex.org/W4230481896","https://openalex.org/W1991553621","https://openalex.org/W53657248","https://openalex.org/W2797123356","https://openalex.org/W4251418304","https://openalex.org/W1568460953","https://openalex.org/W2967610137","https://openalex.org/W147520506","https://openalex.org/W2004643596","https://openalex.org/W2339556856"],"abstract_inverted_index":{"We":[0],"explore":[1],"the":[2,10,35,78,83,95,99,113,119,122],"impact":[3],"of":[4,12,37,80,92,115,121],"using":[5],"different":[6,20,90],"modeling":[7],"paradigms":[8],"on":[9,40],"outcome":[11,120],"simulation":[13],"studies.":[14],"Modeling":[15],"paradigms,":[16],"once":[17],"implemented,":[18],"follow":[19],"computational":[21,38],"rules":[22],"regarding":[23],"how":[24,112],"calculations":[25],"are":[26,29],"made":[27],"and":[28,63],"sequenced":[30],"during":[31],"runtime.":[32],"To":[33],"test":[34],"effects":[36],"differences":[39],"a":[41,46,51,56,64,75,88,107,116],"simulation's":[42],"outcomes,":[43,81],"we":[44],"implement":[45],"simple":[47],"queuing":[48],"system":[49],"as":[50,82,106],"Discrete":[52],"Event":[53],"Simulation":[54],"model,":[55,59],"System":[57,84],"Dynamics":[58,85],"an":[60],"Agent-based":[61],"Model,":[62],"Multi-paradigm":[65],"Model.":[66],"Our":[67],"findings":[68],"show":[69],"that":[70],"paradigm":[71,117],"selection":[72,114],"does":[73],"play":[74],"role":[76],"in":[77,110],"generation":[79],"model":[86],"produces":[87],"significantly":[89],"set":[91],"outcomes":[93],"than":[94],"other":[96],"models":[97],"for":[98],"selected":[100],"output":[101],"variables.":[102],"This":[103],"paper":[104],"serves":[105],"first":[108],"step":[109],"examining":[111],"affects":[118],"simulation.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}