{"id":"https://openalex.org/W2111263043","doi":"https://doi.org/10.1109/simsym.2001.922138","title":"Simulation-based engineering of complex adaptive systems using a classifier block","display_name":"Simulation-based engineering of complex adaptive systems using a classifier block","publication_year":2002,"publication_date":"2002-11-13","ids":{"openalex":"https://openalex.org/W2111263043","doi":"https://doi.org/10.1109/simsym.2001.922138","mag":"2111263043"},"language":"en","primary_location":{"id":"doi:10.1109/simsym.2001.922138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/simsym.2001.922138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 34th Annual Simulation Symposium","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/A5025632880","display_name":"John R. Clymer","orcid":null},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"J.R. Clymer","raw_affiliation_strings":["California State University, Fullerton, USA","California State University, Fullerton, CA, USA"],"affiliations":[{"raw_affiliation_string":"California State University, Fullerton, USA","institution_ids":["https://openalex.org/I142934699"]},{"raw_affiliation_string":"California State University, Fullerton, CA, USA","institution_ids":["https://openalex.org/I142934699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090593667","display_name":"Dongzhou Cheng","orcid":"https://orcid.org/0000-0003-1575-6292"},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.J. Cheng","raw_affiliation_strings":["California State University, Fullerton, USA","California State University (Fullerton)"],"affiliations":[{"raw_affiliation_string":"California State University, Fullerton, USA","institution_ids":["https://openalex.org/I142934699"]},{"raw_affiliation_string":"California State University (Fullerton)","institution_ids":["https://openalex.org/I142934699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025632880"],"corresponding_institution_ids":["https://openalex.org/I142934699"],"apc_list":null,"apc_paid":null,"fwci":1.2507,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82563389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"59","issue":null,"first_page":"243","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9544000029563904,"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":0.942300021648407,"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":0.7908276319503784},{"id":"https://openalex.org/keywords/chaining","display_name":"Chaining","score":0.6584576368331909},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5820779204368591},{"id":"https://openalex.org/keywords/backward-chaining","display_name":"Backward chaining","score":0.5752774477005005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5420459508895874},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5192206501960754},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.4815433621406555},{"id":"https://openalex.org/keywords/adaptive-system","display_name":"Adaptive system","score":0.45964905619621277},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4547902047634125},{"id":"https://openalex.org/keywords/devs","display_name":"DEVS","score":0.43381866812705994},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.41184088587760925},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37498873472213745},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.17317169904708862},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15855464339256287},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.15191411972045898},{"id":"https://openalex.org/keywords/inference-engine","display_name":"Inference engine","score":0.11170533299446106}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7908276319503784},{"id":"https://openalex.org/C49020025","wikidata":"https://www.wikidata.org/wiki/Q1059099","display_name":"Chaining","level":2,"score":0.6584576368331909},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5820779204368591},{"id":"https://openalex.org/C129916263","wikidata":"https://www.wikidata.org/wiki/Q1141183","display_name":"Backward chaining","level":4,"score":0.5752774477005005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5420459508895874},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5192206501960754},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.4815433621406555},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.45964905619621277},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4547902047634125},{"id":"https://openalex.org/C68757728","wikidata":"https://www.wikidata.org/wiki/Q911082","display_name":"DEVS","level":3,"score":0.43381866812705994},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.41184088587760925},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37498873472213745},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.17317169904708862},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15855464339256287},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.15191411972045898},{"id":"https://openalex.org/C46743427","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference engine","level":3,"score":0.11170533299446106},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/simsym.2001.922138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/simsym.2001.922138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 34th Annual Simulation Symposium","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":20,"referenced_works":["https://openalex.org/W1501219137","https://openalex.org/W1971494951","https://openalex.org/W1978970913","https://openalex.org/W1991229625","https://openalex.org/W1994022788","https://openalex.org/W1994039234","https://openalex.org/W2043636395","https://openalex.org/W2062663664","https://openalex.org/W2079134035","https://openalex.org/W2099636878","https://openalex.org/W2104452041","https://openalex.org/W2112773409","https://openalex.org/W2122356930","https://openalex.org/W2152150600","https://openalex.org/W2154068706","https://openalex.org/W2475020319","https://openalex.org/W2889011686","https://openalex.org/W3023540311","https://openalex.org/W3123273839","https://openalex.org/W4233658989"],"related_works":["https://openalex.org/W2044830634","https://openalex.org/W2114383597","https://openalex.org/W4238340239","https://openalex.org/W2472912427","https://openalex.org/W2767696758","https://openalex.org/W2184441786","https://openalex.org/W9842732","https://openalex.org/W2886511220","https://openalex.org/W3105211564","https://openalex.org/W2129428592"],"abstract_inverted_index":{"A":[0,50,108],"complex":[1],"adaptive":[2],"system":[3,28,33,83,99,111],"(CAS)":[4],"is":[5,78,112],"a":[6,72,79,116],"network":[7],"of":[8,47],"communicating,":[9],"intelligent":[10],"agents":[11,24,48],"where":[12],"each":[13],"agent":[14,104,119],"adapts":[15],"its":[16],"behavior":[17,37],"in":[18],"order":[19],"to":[20,25,65,95],"collaborate":[21],"with":[22],"other":[23],"achieve":[26,102],"overall":[27,32],"goals.":[29],"Further,":[30],"the":[31,122],"often":[34],"exhibits":[35],"emergent":[36],"that":[38,77,101,114,120],"can":[39],"not":[40],"be":[41],"achieved":[42],"by":[43],"any":[44],"proper":[45],"subset":[46],"alone.":[49],"graphical":[51],"simulation":[52,69],"library":[53,70],"called":[54],"Operational":[55],"Evaluation":[56],"Modeling":[57],"for":[58],"Context-Sensitive":[59],"Systems":[60],"(OpEMCSS)":[61],"has":[62],"been":[63],"developed":[64],"simulate":[66],"CAS.":[67],"This":[68],"includes":[71,115],"classifier":[73,86,123],"event":[74,87,124],"action":[75,88,125],"block":[76,89],"forward":[80],"chaining,":[81],"expert":[82],"controller.":[84],"The":[85],"employs":[90,121],"evolutionary":[91],"rule":[92],"induction":[93],"methods":[94],"discover":[96],"rules":[97],"during":[98],"design":[100],"CAS":[103],"self-organization":[105],"and":[106],"adaptation.":[107],"part":[109],"production":[110],"discussed":[113],"workflow":[117],"manager":[118],"block.":[126]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
