{"id":"https://openalex.org/W1999368090","doi":"https://doi.org/10.1145/1456645.1456647","title":"Symbiotic adaptive multisimulation","display_name":"Symbiotic adaptive multisimulation","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W1999368090","doi":"https://doi.org/10.1145/1456645.1456647","mag":"1999368090"},"language":"en","primary_location":{"id":"doi:10.1145/1456645.1456647","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1456645.1456647","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-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/A5067409224","display_name":"Bradley Mitchell","orcid":"https://orcid.org/0000-0001-7731-6132"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bradley Mitchell","raw_affiliation_strings":["Auburn University, Auburn, AL","Auburn University Auburn, AL"],"affiliations":[{"raw_affiliation_string":"Auburn University, Auburn, AL","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Auburn University Auburn, AL","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060285076","display_name":"Levent Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-5082-3908"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Levent Yilmaz","raw_affiliation_strings":["Auburn University, Auburn, AL","Auburn University Auburn, AL"],"affiliations":[{"raw_affiliation_string":"Auburn University, Auburn, AL","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Auburn University Auburn, AL","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067409224"],"corresponding_institution_ids":["https://openalex.org/I82497590"],"apc_list":null,"apc_paid":null,"fwci":4.3779,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.93753904,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":"1","first_page":"1","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9969000220298767,"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":0.9969000220298767,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.993399977684021,"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/T14509","display_name":"demographic modeling and climate adaptation","score":0.9146999716758728,"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/computer-science","display_name":"Computer science","score":0.6687585711479187},{"id":"https://openalex.org/keywords/adaptive-behavior","display_name":"Adaptive behavior","score":0.5764248371124268},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5042623281478882},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4542473256587982},{"id":"https://openalex.org/keywords/complex-adaptive-system","display_name":"Complex adaptive system","score":0.4228725731372833},{"id":"https://openalex.org/keywords/exploratory-search","display_name":"Exploratory search","score":0.4143044352531433},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3890892267227173},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3508133292198181},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1967470645904541},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08122536540031433}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6687585711479187},{"id":"https://openalex.org/C68784500","wikidata":"https://www.wikidata.org/wiki/Q1570691","display_name":"Adaptive behavior","level":2,"score":0.5764248371124268},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5042623281478882},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4542473256587982},{"id":"https://openalex.org/C63108463","wikidata":"https://www.wikidata.org/wiki/Q581233","display_name":"Complex adaptive system","level":2,"score":0.4228725731372833},{"id":"https://openalex.org/C2777866876","wikidata":"https://www.wikidata.org/wiki/Q5421358","display_name":"Exploratory search","level":2,"score":0.4143044352531433},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3890892267227173},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3508133292198181},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1967470645904541},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08122536540031433}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1456645.1456647","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1456645.1456647","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W22051136","https://openalex.org/W67911326","https://openalex.org/W78437532","https://openalex.org/W81809771","https://openalex.org/W118880739","https://openalex.org/W289453040","https://openalex.org/W567313566","https://openalex.org/W1497256448","https://openalex.org/W1535097211","https://openalex.org/W1564370218","https://openalex.org/W1576851720","https://openalex.org/W1594893231","https://openalex.org/W1639032689","https://openalex.org/W1762046889","https://openalex.org/W1938652038","https://openalex.org/W1957053378","https://openalex.org/W1958543557","https://openalex.org/W1978970913","https://openalex.org/W2030139695","https://openalex.org/W2060911236","https://openalex.org/W2064456866","https://openalex.org/W2071436290","https://openalex.org/W2082515726","https://openalex.org/W2094395508","https://openalex.org/W2106104958","https://openalex.org/W2114831855","https://openalex.org/W2115971078","https://openalex.org/W2117690866","https://openalex.org/W2118833866","https://openalex.org/W2125506098","https://openalex.org/W2139386984","https://openalex.org/W2157906522","https://openalex.org/W2889011686","https://openalex.org/W3023540311","https://openalex.org/W3100207780","https://openalex.org/W3145481521","https://openalex.org/W3151301356","https://openalex.org/W3151924871","https://openalex.org/W4210492122","https://openalex.org/W4251905026","https://openalex.org/W4285719527","https://openalex.org/W4312830412","https://openalex.org/W6637073960"],"related_works":["https://openalex.org/W2946273706","https://openalex.org/W1590515626","https://openalex.org/W2792418094","https://openalex.org/W2477174664","https://openalex.org/W4327909959","https://openalex.org/W2132787918","https://openalex.org/W2912890003","https://openalex.org/W2883128230","https://openalex.org/W4309468423","https://openalex.org/W1996482998"],"abstract_inverted_index":{"Inspired":[0],"by":[1,87],"the":[2,68,74,93],"compound":[3],"arthropod":[4],"eye,":[5],"Symbiotic":[6],"Adaptive":[7],"Multisimulation":[8],"(SAMS)":[9],"introduces":[10],"an":[11,33],"autonomic":[12],"decision":[13],"support":[14],"capability":[15,75],"for":[16],"systems":[17],"in":[18],"shifting,":[19],"ill-defined,":[20],"uncertain":[21],"environments.":[22],"Rather":[23],"than":[24,47],"rely":[25],"on":[26,56],"a":[27,57,80],"single":[28],"authoritative":[29],"model,":[30],"SAMS":[31,77],"explores":[32],"ensemble":[34],"of":[35,70,76,83],"plausible":[36],"models,":[37],"which":[38],"are":[39],"individually":[40],"flawed":[41],"but":[42],"collectively":[43],"provide":[44],"more":[45],"insight":[46],"would":[48],"be":[49],"possible":[50],"otherwise.":[51],"A":[52],"case":[53],"study":[54],"based":[55],"UAV":[58],"team":[59],"search":[60,90],"and":[61],"attack":[62],"model":[63],"is":[64],"presented":[65],"to":[66,78],"illustrate":[67],"potential":[69],"SAMS.":[71],"Results":[72],"demonstrate":[73],"produce":[79],"large":[81],"degree":[82],"exploratory":[84],"behavior,":[85],"followed":[86],"increased":[88],"exploitative":[89],"behavior":[91],"as":[92],"physical":[94],"system":[95],"unfolds.":[96]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
