{"id":"https://openalex.org/W3148718440","doi":"https://doi.org/10.1109/wsc.2007.4419591","title":"Work smarter, not harder: Guidelines for designing simulation experiments","display_name":"Work smarter, not harder: Guidelines for designing simulation experiments","publication_year":2007,"publication_date":"2007-12-01","ids":{"openalex":"https://openalex.org/W3148718440","doi":"https://doi.org/10.1109/wsc.2007.4419591","mag":"3148718440"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2007.4419591","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2007.4419591","pdf_url":null,"source":{"id":"https://openalex.org/S4363608517","display_name":"2007 Winter Simulation 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":"2007 Winter Simulation Conference","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/A5101457486","display_name":"Susan M. Sanchez","orcid":"https://orcid.org/0000-0002-1976-3409"},"institutions":[{"id":"https://openalex.org/I35364215","display_name":"Naval Postgraduate School","ror":"https://ror.org/033yfkj90","country_code":"US","type":"education","lineage":["https://openalex.org/I1330347796","https://openalex.org/I3130687028","https://openalex.org/I35364215"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Susan M. Sanchez","raw_affiliation_strings":["Operations Research Department and Graduate School of Business & Public Policy, Naval Postgraduate School, Monterrey, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Operations Research Department and Graduate School of Business & Public Policy, Naval Postgraduate School, Monterrey, CA, USA","institution_ids":["https://openalex.org/I35364215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101457486"],"corresponding_institution_ids":["https://openalex.org/I35364215"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"84","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T13286","display_name":"Modeling and Simulation Systems","score":0.984000027179718,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9678999781608582,"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":0.8220598697662354},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6612002849578857},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5487412810325623},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5039917826652527},{"id":"https://openalex.org/keywords/design-of-experiments","display_name":"Design of experiments","score":0.46973761916160583},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.4402676224708557},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.37431907653808594},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.34510722756385803},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3278542757034302},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0918281078338623}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220598697662354},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6612002849578857},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5487412810325623},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5039917826652527},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.46973761916160583},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.4402676224708557},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.37431907653808594},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.34510722756385803},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3278542757034302},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0918281078338623},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2007.4419591","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2007.4419591","pdf_url":null,"source":{"id":"https://openalex.org/S4363608517","display_name":"2007 Winter Simulation 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":"2007 Winter Simulation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1993934821","https://openalex.org/W2001331635","https://openalex.org/W2122203560","https://openalex.org/W2140481308","https://openalex.org/W2148080122","https://openalex.org/W2151554105","https://openalex.org/W2171314522","https://openalex.org/W2797140162","https://openalex.org/W2970576388","https://openalex.org/W3000380936","https://openalex.org/W3148623236","https://openalex.org/W4230583263","https://openalex.org/W4240483148","https://openalex.org/W4243170311","https://openalex.org/W4248084645","https://openalex.org/W4251794448","https://openalex.org/W4252520416","https://openalex.org/W4253823251","https://openalex.org/W4254797483","https://openalex.org/W6676519848"],"related_works":["https://openalex.org/W2405962319","https://openalex.org/W2025877160","https://openalex.org/W3037763133","https://openalex.org/W4390591413","https://openalex.org/W2103738851","https://openalex.org/W3120276808","https://openalex.org/W1544864354","https://openalex.org/W3208006938","https://openalex.org/W1997483715","https://openalex.org/W4372782270"],"abstract_inverted_index":{"We":[0,61],"present":[1],"the":[2,8,31,69],"basic":[3],"concepts":[4],"of":[5,10,72,78,91],"experimental":[6,132],"design,":[7],"types":[9],"goals":[11],"it":[12,17,82],"can":[13,66],"address,":[14],"and":[15,22,84,111,135],"why":[16],"is":[18],"such":[19],"an":[20],"important":[21],"useful":[23,101],"tool":[24],"for":[25,102,118],"simulation.":[26],"A":[27],"well-designed":[28],"experiment":[29],"allows":[30],"analyst":[32],"to":[33,86,115,121,137],"examine":[34],"many":[35],"more":[36],"factors":[37,56],"than":[38],"would":[39],"otherwise":[40],"be":[41,48],"possible,":[42],"while":[43],"providing":[44],"insights":[45],"that":[46,65],"cannot":[47],"gleaned":[49],"from":[50],"trial-and-error":[51],"approaches":[52],"or":[53],"by":[54,76],"sampling":[55,70],"one":[57],"at":[58],"a":[59,88,92],"time.":[60],"focus":[62],"on":[63],"experiments":[64,104],"cut":[67],"down":[68],"requirements":[71],"some":[73],"classic":[74],"designs":[75,133],"orders":[77],"magnitude,":[79],"yet":[80],"make":[81],"possible":[83],"practical":[85],"develop":[87],"better":[89],"understanding":[90],"complex":[93],"simulation":[94,103,109,144],"model.":[95],"Designs":[96],"we":[97,112],"have":[98],"found":[99],"particularly":[100],"are":[105],"illustrated":[106],"using":[107],"simple":[108],"models,":[110],"provide":[113],"links":[114],"other":[116],"resources":[117],"those":[119],"wishing":[120],"learn":[122],"more.":[123],"Ideally,":[124],"this":[125],"tutorial":[126],"will":[127],"leave":[128],"you":[129],"excited":[130],"about":[131],"-":[134,140],"prepared":[136],"use":[138],"them":[139],"in":[141],"your":[142],"upcoming":[143],"studies.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}