{"id":"https://openalex.org/W2344968055","doi":"https://doi.org/10.5220/0005684602980305","title":"Simulating Complex Systems - Complex System Theories, Their Behavioural Characteristics and Their Simulation","display_name":"Simulating Complex Systems - Complex System Theories, Their Behavioural Characteristics and Their Simulation","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2344968055","doi":"https://doi.org/10.5220/0005684602980305","mag":"2344968055"},"language":"en","primary_location":{"id":"doi:10.5220/0005684602980305","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005684602980305","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005684602980305","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090262495","display_name":"Rabia Aziza","orcid":"https://orcid.org/0000-0003-3461-2622"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]},{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Rabia Aziza","raw_affiliation_strings":["LIPAH research laboratory and Universit\u00e9 de Tunis El Manar, Tunisia"],"affiliations":[{"raw_affiliation_string":"LIPAH research laboratory and Universit\u00e9 de Tunis El Manar, Tunisia","institution_ids":["https://openalex.org/I63596082","https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030719563","display_name":"Amel Borgi","orcid":"https://orcid.org/0000-0003-4225-4677"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Amel Borgi","raw_affiliation_strings":["LIPAH research laboratory and Universit\u00e9 de Tunis El Manar, Tunisia"],"affiliations":[{"raw_affiliation_string":"LIPAH research laboratory and Universit\u00e9 de Tunis El Manar, Tunisia","institution_ids":["https://openalex.org/I63596082","https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075271121","display_name":"Hayfa Zgaya","orcid":"https://orcid.org/0000-0002-7761-7725"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hayfa Zgaya","raw_affiliation_strings":["EA 2994, Public Health: Epidemiology and Healthcare Quality and University Lille, France"],"affiliations":[{"raw_affiliation_string":"EA 2994, Public Health: Epidemiology and Healthcare Quality and University Lille, France","institution_ids":["https://openalex.org/I2279609970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070948684","display_name":"Benjamin C. Guinhouya","orcid":"https://orcid.org/0000-0003-1415-0301"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benjamin Guinhouya","raw_affiliation_strings":["EA 2994, Public Health: Epidemiology and Healthcare Quality and University Lille, France"],"affiliations":[{"raw_affiliation_string":"EA 2994, Public Health: Epidemiology and Healthcare Quality and University Lille, France","institution_ids":["https://openalex.org/I2279609970"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090262495"],"corresponding_institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"],"apc_list":null,"apc_paid":null,"fwci":1.4911,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84812805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"298","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9485999941825867,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9485999941825867,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9164000153541565,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9161999821662903,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.7702493667602539},{"id":"https://openalex.org/keywords/decipher","display_name":"DECIPHER","score":0.7682657241821289},{"id":"https://openalex.org/keywords/dynamism","display_name":"Dynamism","score":0.7461574077606201},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6869614124298096},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6612054109573364},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5851476788520813},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5020880699157715},{"id":"https://openalex.org/keywords/chaos-theory","display_name":"Chaos theory","score":0.45271196961402893},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4146905243396759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39706456661224365},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.371699720621109},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36418798565864563},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.17189040780067444},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1560460925102234},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.14179056882858276},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11929774284362793}],"concepts":[{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.7702493667602539},{"id":"https://openalex.org/C164614171","wikidata":"https://www.wikidata.org/wiki/Q5204775","display_name":"DECIPHER","level":2,"score":0.7682657241821289},{"id":"https://openalex.org/C2775836275","wikidata":"https://www.wikidata.org/wiki/Q3502310","display_name":"Dynamism","level":2,"score":0.7461574077606201},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6869614124298096},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6612054109573364},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5851476788520813},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5020880699157715},{"id":"https://openalex.org/C92866567","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaos theory","level":3,"score":0.45271196961402893},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4146905243396759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39706456661224365},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.371699720621109},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36418798565864563},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.17189040780067444},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1560460925102234},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.14179056882858276},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11929774284362793},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0005684602980305","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005684602980305","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01716055v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01716055","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"8th International Conference on Agents and Artificial Intelligence, Feb 2016, Rome, Italy. ⟨10.5220/0005684602980305⟩","raw_type":"Conference papers"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/23551","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/23551","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0005684602980305","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005684602980305","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W68875980","https://openalex.org/W197177901","https://openalex.org/W255561088","https://openalex.org/W581488649","https://openalex.org/W642125881","https://openalex.org/W1459380911","https://openalex.org/W1478391701","https://openalex.org/W1493919779","https://openalex.org/W1501219137","https://openalex.org/W1542288132","https://openalex.org/W1550542996","https://openalex.org/W1979044260","https://openalex.org/W1985310176","https://openalex.org/W2010832751","https://openalex.org/W2012931776","https://openalex.org/W2018987171","https://openalex.org/W2022060148","https://openalex.org/W2028820862","https://openalex.org/W2033227712","https://openalex.org/W2035093168","https://openalex.org/W2053225543","https://openalex.org/W2067908352","https://openalex.org/W2070163935","https://openalex.org/W2078509860","https://openalex.org/W2080716744","https://openalex.org/W2095427114","https://openalex.org/W2096851650","https://openalex.org/W2106577732","https://openalex.org/W2131367121","https://openalex.org/W2139589146","https://openalex.org/W2140533119","https://openalex.org/W2140843952","https://openalex.org/W2141394518","https://openalex.org/W2150704630","https://openalex.org/W2156430078","https://openalex.org/W2161958430","https://openalex.org/W3011439212","https://openalex.org/W3140663969","https://openalex.org/W4235705169","https://openalex.org/W4238276956","https://openalex.org/W4300432631"],"related_works":["https://openalex.org/W2000438032","https://openalex.org/W2115350162","https://openalex.org/W2775384662","https://openalex.org/W2385556862","https://openalex.org/W4297802007","https://openalex.org/W2330145053","https://openalex.org/W2117883229","https://openalex.org/W2357124094","https://openalex.org/W2367908682","https://openalex.org/W2586399084"],"abstract_inverted_index":{"Complexity":[0],"science":[1],"offers":[2],"many":[3],"theories":[4,13,37,77],"such":[5],"as":[6],"chaos":[7],"theory":[8],"and":[9,22,27,47,70,87,100,104,107,117],"coevolutionary":[10],"theory.":[11],"These":[12],"illustrate":[14],"a":[15],"large":[16],"set":[17],"of":[18],"real":[19],"life":[20],"systems":[21],"help":[23,50,112],"decipher":[24],"their":[25,71,80],"nonlinear":[26],"unpredictable":[28],"behaviours.":[29],"Categorizing":[30],"an":[31,65],"observed":[32],"Complex":[33,68,102,115],"System":[34,116],"among":[35],"these":[36,76],"depends":[38],"on":[39,67,79],"the":[40,53,58,92,96,119],"aspect":[41],"that":[42,55],"we":[43,74,90,105],"intend":[44],"to":[45,63,98,111,123],"study,":[46],"it":[48],"can":[49],"better":[51],"understand":[52,113],"phenomena":[54],"occur":[56],"within":[57],"system.":[59],"This":[60],"article":[61],"aims":[62],"give":[64],"overview":[66],"Systems":[69],"modelling.":[72],"Therefore,":[73],"compare":[75,91],"based":[78],"main":[81],"behavioural":[82],"characteristics,":[83],"e.g.":[84],"emergence,":[85],"adaptability,":[86],"dynamism.":[88],"Then":[89],"methods":[93],"used":[94],"in":[95],"literature":[97],"model":[99,122],"simulate":[101,124],"Systems,":[103],"propose":[106],"discuss":[108],"simple":[109],"guidelines":[110],"one's":[114],"choose":[118],"most":[120],"adequate":[121],"it.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}