{"id":"https://openalex.org/W2055455005","doi":"https://doi.org/10.1145/1878537.1878615","title":"Applying methods of the M&amp;S spectrum for complex systems engineering","display_name":"Applying methods of the M&amp;S spectrum for complex systems engineering","publication_year":2010,"publication_date":"2010-04-11","ids":{"openalex":"https://openalex.org/W2055455005","doi":"https://doi.org/10.1145/1878537.1878615","mag":"2055455005"},"language":"en","primary_location":{"id":"doi:10.1145/1878537.1878615","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1878537.1878615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 Spring Simulation Multiconference","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/A5082327249","display_name":"Patrick T. Hester","orcid":null},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Patrick T. Hester","raw_affiliation_strings":["Old Dominion University, Norfolk, VA","|| Old Dominion University, Norfolk, VA"],"affiliations":[{"raw_affiliation_string":"Old Dominion University, Norfolk, VA","institution_ids":["https://openalex.org/I81365321"]},{"raw_affiliation_string":"|| Old Dominion University, Norfolk, VA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057478255","display_name":"Andreas Tolk","orcid":"https://orcid.org/0000-0002-4201-8757"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Tolk","raw_affiliation_strings":["Old Dominion University, Norfolk, VA","|| Old Dominion University, Norfolk, VA"],"affiliations":[{"raw_affiliation_string":"Old Dominion University, Norfolk, VA","institution_ids":["https://openalex.org/I81365321"]},{"raw_affiliation_string":"|| Old Dominion University, Norfolk, VA","institution_ids":["https://openalex.org/I81365321"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082327249"],"corresponding_institution_ids":["https://openalex.org/I81365321"],"apc_list":null,"apc_paid":null,"fwci":2.3463,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88884176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10524","display_name":"Traffic control and management","score":0.9728000164031982,"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/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.9724000096321106,"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/ranging","display_name":"Ranging","score":0.7787001132965088},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7174896001815796},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.6039972901344299},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.6026203036308289},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.5724548101425171},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.4992966651916504},{"id":"https://openalex.org/keywords/systems-modeling","display_name":"Systems modeling","score":0.49721673130989075},{"id":"https://openalex.org/keywords/choreography","display_name":"Choreography","score":0.4422295093536377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19973662495613098},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.12649321556091309},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09441778063774109}],"concepts":[{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.7787001132965088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7174896001815796},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.6039972901344299},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.6026203036308289},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.5724548101425171},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.4992966651916504},{"id":"https://openalex.org/C110963975","wikidata":"https://www.wikidata.org/wiki/Q12070446","display_name":"Systems modeling","level":2,"score":0.49721673130989075},{"id":"https://openalex.org/C183920142","wikidata":"https://www.wikidata.org/wiki/Q180856","display_name":"Choreography","level":3,"score":0.4422295093536377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19973662495613098},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.12649321556091309},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09441778063774109},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C147446459","wikidata":"https://www.wikidata.org/wiki/Q11639","display_name":"Dance","level":2,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1878537.1878615","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1878537.1878615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 Spring Simulation Multiconference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W42793314","https://openalex.org/W1499276748","https://openalex.org/W1539477377","https://openalex.org/W1566549062","https://openalex.org/W1849377404","https://openalex.org/W1861528341","https://openalex.org/W2001598892","https://openalex.org/W2013392669","https://openalex.org/W2039471152","https://openalex.org/W2100621682","https://openalex.org/W2117474231","https://openalex.org/W2125506098","https://openalex.org/W2129213500","https://openalex.org/W2136883857","https://openalex.org/W2140481308","https://openalex.org/W2151781528","https://openalex.org/W2162320938","https://openalex.org/W2163886161","https://openalex.org/W2182588553","https://openalex.org/W2185629336","https://openalex.org/W2242758441","https://openalex.org/W2267176325","https://openalex.org/W2495707886","https://openalex.org/W2751335644","https://openalex.org/W4240498865","https://openalex.org/W4247858807"],"related_works":["https://openalex.org/W2117945708","https://openalex.org/W1604965014","https://openalex.org/W2114146397","https://openalex.org/W2026208965","https://openalex.org/W2466724386","https://openalex.org/W2121003636","https://openalex.org/W2391018907","https://openalex.org/W84904970","https://openalex.org/W2554200406","https://openalex.org/W2106183615"],"abstract_inverted_index":{"Systems":[0],"engineering":[1],"for":[2,15],"complex":[3,81],"systems":[4,8,82],"or":[5],"system":[6,24,84],"of":[7,44,62,68,80,85],"cannot":[9],"rely":[10],"on":[11],"a":[12,42],"single":[13],"method":[14],"modeling":[16,45],"and":[17,54,66,77,83,98],"analysis.":[18],"However,":[19],"established":[20],"methods":[21,49,70],"ranging":[22,50],"from":[23,51],"dynamics":[25],"(SD)":[26],"to":[27,35,58],"agent":[28],"based":[29],"simulation":[30,47],"(ABS)":[31],"can":[32],"be":[33],"applied":[34],"analyze":[36],"specific":[37],"domains.":[38],"This":[39],"paper":[40],"introduces":[41],"spectrum":[43,73],"&":[46],"(M&S)":[48],"differential":[52],"equations":[53],"highly":[55],"aggregated":[56],"models":[57,61],"high":[59],"resolution":[60],"individual":[63],"behavior.":[64],"Orchestration":[65],"choreography":[67],"all":[69],"in":[71],"this":[72],"allow":[74],"the":[75],"seamless":[76],"continuous":[78],"evaluation":[79],"systems.":[86],"A":[87],"proposed":[88],"classification":[89],"is":[90],"illustrated":[91],"through":[92],"two":[93],"example":[94],"problem":[95],"domains:":[96],"traffic":[97],"evacuation":[99],"modeling.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
