{"id":"https://openalex.org/W4251553355","doi":"https://doi.org/10.1504/ijcat.2016.10000456","title":"Sensitive dependence of complex systems: an agent-based modelling demonstration","display_name":"Sensitive dependence of complex systems: an agent-based modelling demonstration","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W4251553355","doi":"https://doi.org/10.1504/ijcat.2016.10000456"},"language":"en","primary_location":{"id":"doi:10.1504/ijcat.2016.10000456","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcat.2016.10000456","pdf_url":null,"source":{"id":"https://openalex.org/S4210207686","display_name":"International Journal of Computer Applications in Technology","issn_l":"0952-8091","issn":["0952-8091","1741-5047"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications in Technology","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/A5078215257","display_name":"Mahmoud Khasawneh","orcid":"https://orcid.org/0000-0001-7849-7932"},"institutions":[{"id":"https://openalex.org/I131740757","display_name":"Texas A&M International University","ror":"https://ror.org/028861t28","country_code":"US","type":"education","lineage":["https://openalex.org/I131740757"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mahmoud T. Khasawneh","raw_affiliation_strings":["School of Engineering, Texas A&M International University, Laredo, TX 78043, USA"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Texas A&M International University, Laredo, TX 78043, USA","institution_ids":["https://openalex.org/I131740757"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871"},"institutions":[{"id":"https://openalex.org/I153297377","display_name":"Medical University of South Carolina","ror":"https://ror.org/012jban78","country_code":"US","type":"education","lineage":["https://openalex.org/I153297377"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Enterprise Analytics, Medical University of South Carolina, Charleston, SC 29425, USA"],"affiliations":[{"raw_affiliation_string":"Enterprise Analytics, Medical University of South Carolina, Charleston, SC 29425, USA","institution_ids":["https://openalex.org/I153297377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078215257"],"corresponding_institution_ids":["https://openalex.org/I131740757"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50943974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"54","issue":"3","first_page":"201","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.996399998664856,"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/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.980400025844574,"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/population","display_name":"Population","score":0.6754385232925415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6025828719139099},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5407417416572571},{"id":"https://openalex.org/keywords/phenomenon","display_name":"Phenomenon","score":0.5285110473632812},{"id":"https://openalex.org/keywords/agent-based-model","display_name":"Agent-based model","score":0.48894229531288147},{"id":"https://openalex.org/keywords/perturbation","display_name":"Perturbation (astronomy)","score":0.47331488132476807},{"id":"https://openalex.org/keywords/butterfly-effect","display_name":"Butterfly effect","score":0.4484104812145233},{"id":"https://openalex.org/keywords/population-size","display_name":"Population size","score":0.4219439625740051},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21920964121818542},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21900391578674316},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14458626508712769},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11878827214241028},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.0698162317276001}],"concepts":[{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6754385232925415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6025828719139099},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5407417416572571},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.5285110473632812},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.48894229531288147},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.47331488132476807},{"id":"https://openalex.org/C118979974","wikidata":"https://www.wikidata.org/wiki/Q187536","display_name":"Butterfly effect","level":3,"score":0.4484104812145233},{"id":"https://openalex.org/C169733012","wikidata":"https://www.wikidata.org/wiki/Q1613416","display_name":"Population size","level":3,"score":0.4219439625740051},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21920964121818542},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21900391578674316},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14458626508712769},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11878827214241028},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0698162317276001},{"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/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijcat.2016.10000456","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcat.2016.10000456","pdf_url":null,"source":{"id":"https://openalex.org/S4210207686","display_name":"International Journal of Computer Applications in Technology","issn_l":"0952-8091","issn":["0952-8091","1741-5047"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications in Technology","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2282324977","https://openalex.org/W2397649056","https://openalex.org/W2036238177","https://openalex.org/W3008239529","https://openalex.org/W3158502233","https://openalex.org/W2059108416","https://openalex.org/W2569315535","https://openalex.org/W4283796326","https://openalex.org/W4252099270","https://openalex.org/W4251553355"],"abstract_inverted_index":{"The":[0,40],"objective":[1],"of":[2,12,15,28,48,110,127],"this":[3,38],"paper":[4],"is":[5,32,44],"to":[6,34,75,89,99],"provide":[7],"insights":[8],"about":[9],"the":[10,22,46,67,90,107,114,118,125,128,131,135],"phenomenon":[11],"sensitive":[13],"dependence":[14],"complex":[16],"systems":[17],"on":[18,51],"initial":[19,91],"conditions":[20],"(i.e.,":[21],"butterfly":[23,136],"effect).":[24],"An":[25],"agent-directed":[26],"simulation":[27,58,119],"a":[29,52,62,71,100,111,121],"case":[30,41],"study":[31,42],"presented":[33],"demonstrate":[35],"and":[36,130],"investigate":[37],"phenomenon.":[39],"used":[43],"exploring":[45],"impact":[47],"one":[49],"person":[50],"population's":[53],"genome.":[54],"A":[55],"population":[56,68,101,112],"growth":[57,102],"was":[59,69],"created":[60],"as":[61],"baseline.":[63],"Every":[64],"agent":[65],"in":[66,113],"given":[70],"unique":[72],"ten-digit":[73],"identifier":[74],"represent":[76],"their":[77],"DNA":[78],"coding.":[79],"Other":[80],"simulations":[81],"were":[82],"run":[83],"with":[84],"small":[85],"perturbation":[86],"factors":[87],"introduced":[88,98],"conditions.":[92],"Results":[93],"show":[94],"that":[95],"mild":[96],"perturbations":[97],"model":[103],"can":[104],"significantly":[105],"alter":[106],"genetic":[108],"structure":[109],"long":[115],"term.":[116],"Furthermore,":[117],"revealed":[120],"positive":[122],"relationship":[123],"between":[124],"complexity":[126],"system":[129],"speed":[132],"at":[133],"which":[134],"effect":[137],"emerges.":[138]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
