{"id":"https://openalex.org/W2013221386","doi":"https://doi.org/10.1177/003754978704800404","title":"A hybrid paradigm for modeling of complex systems","display_name":"A hybrid paradigm for modeling of complex systems","publication_year":1987,"publication_date":"1987-04-01","ids":{"openalex":"https://openalex.org/W2013221386","doi":"https://doi.org/10.1177/003754978704800404","mag":"2013221386"},"language":"en","primary_location":{"id":"doi:10.1177/003754978704800404","is_oa":false,"landing_page_url":"https://doi.org/10.1177/003754978704800404","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"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/A5057097296","display_name":"Sergio Ruiz-Mier","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sergio Ruiz-Mier","raw_affiliation_strings":["Center for Intelligent Manufacturing Systems Purdue University West Lafayette, Indiana 47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Intelligent Manufacturing Systems Purdue University West Lafayette, Indiana 47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061365990","display_name":"Joseph J. Talavage","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Talavage","raw_affiliation_strings":["Center for Intelligent Manufacturing Systems Purdue University West Lafayette, Indiana 47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Intelligent Manufacturing Systems Purdue University West Lafayette, Indiana 47907","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057097296"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":2.7995,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91575805,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"48","issue":"4","first_page":"135","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9800999760627747,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9800999760627747,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9767000079154968,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9757000207901001,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7633734941482544},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6440088748931885},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.4981865882873535},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.4936555325984955},{"id":"https://openalex.org/keywords/object-oriented-programming","display_name":"Object-oriented programming","score":0.4549214541912079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42114004492759705},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3277786374092102},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2896912693977356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7633734941482544},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6440088748931885},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.4981865882873535},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.4936555325984955},{"id":"https://openalex.org/C73752529","wikidata":"https://www.wikidata.org/wiki/Q79872","display_name":"Object-oriented programming","level":2,"score":0.4549214541912079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42114004492759705},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3277786374092102},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2896912693977356},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/003754978704800404","is_oa":false,"landing_page_url":"https://doi.org/10.1177/003754978704800404","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1506876999","https://openalex.org/W1541434994","https://openalex.org/W1713528743","https://openalex.org/W1984199839","https://openalex.org/W1994133441","https://openalex.org/W2022505516","https://openalex.org/W2100738443","https://openalex.org/W2135028832","https://openalex.org/W2135618766","https://openalex.org/W2140481308","https://openalex.org/W2145459199","https://openalex.org/W2157368609","https://openalex.org/W2157598146","https://openalex.org/W2175268987","https://openalex.org/W2987880052","https://openalex.org/W4210492122","https://openalex.org/W4232879305","https://openalex.org/W4234115272","https://openalex.org/W6678067405"],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W2795079307","https://openalex.org/W2793058541","https://openalex.org/W2055929693","https://openalex.org/W1983629434","https://openalex.org/W4324271173","https://openalex.org/W1967645776","https://openalex.org/W2352227742","https://openalex.org/W4390679071","https://openalex.org/W2349338215"],"abstract_inverted_index":{"The":[0,75],"network":[1,34,113,156],"modeling":[2,35,71,78],"approach":[3,76,103],"to":[4,19,27,69,77,104,152,170],"simulation":[5,114,157],"provides":[6,60,117],"the":[7,21,25,31,42,70,92,100,121,141,153,160],"mo":[8],"deler":[9],"with":[10],"simple":[11],"and":[12,99,179],"powerful":[13],"concepts":[14,40,93],"which":[15,64,116,149],"can":[16,65],"be":[17,28,66],"used":[18],"capture":[20],"significant":[22],"aspects":[23],"of":[24,44,54,72,94,123,126,137,155],"system":[26],"modeled.":[29],"Yet":[30],"most":[32],"advanced":[33],"environments":[36],"lack":[37],"ex":[38],"plicit":[39],"for":[41,120,163,187],"representation":[43,122],"complex":[45,79,124],"behavior":[46,125],"such":[47],"as":[48],"decision-making.":[49],"Artificial":[50],"intelligence":[51],"research,":[52],"because":[53],"its":[55],"emphasis":[56],"on":[57,87],"knowledge":[58],"representation,":[59],"several":[61],"meth":[62],"odologies":[63],"successfully":[67],"applied":[68],"decision-making":[73],"behavior.":[74],"behavior,":[80],"outlined":[81],"in":[82,140,168,175],"this":[83],"paper,":[84],"is":[85,130],"based":[86],"a":[88,135,172,176],"hybrid":[89],"methodology":[90],"unifying":[91],"Object-Oriented":[95],"programming,":[96],"Logic":[97,143],"Programming":[98,144],"discrete":[101],"event":[102],"systems":[105],"modeling.":[106,164],"We":[107],"present":[108],"SIM":[109],"YON,":[110],"an":[111,180],"experimental":[112],"environment":[115,145],"explicit":[118],"constructs":[119],"real-world":[127],"systems.":[128,190],"SIMYON":[129,169],"implemented":[131],"by":[132],"de":[133],"fining":[134],"library":[136],"logic":[138],"objects":[139],"Object-Oriented,":[142],"CAYENE.":[146],"These":[147],"objects,":[148],"are":[150,159,166],"analogous":[151],"\"nodes\"":[154],"languages,":[158],"building":[161],"blocks":[162],"Examples":[165],"given":[167],"model":[171],"job":[173],"scheduler":[174],"manufacturing":[177,189],"situation":[178],"adaptive":[181],"material":[182],"handling":[183],"dis":[184],"patch":[185],"mechanism":[186],"flexible":[188]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-05T06:06:40.768181","created_date":"2025-10-10T00:00:00"}
