{"id":"https://openalex.org/W2128940348","doi":"https://doi.org/10.1142/s0218127411030076","title":"A DYNAMICAL MODEL OF DECISION-MAKING BEHAVIOR IN A NETWORK OF CONSUMERS WITH APPLICATIONS TO ENERGY CHOICES","display_name":"A DYNAMICAL MODEL OF DECISION-MAKING BEHAVIOR IN A NETWORK OF CONSUMERS WITH APPLICATIONS TO ENERGY CHOICES","publication_year":2011,"publication_date":"2011-07-12","ids":{"openalex":"https://openalex.org/W2128940348","doi":"https://doi.org/10.1142/s0218127411030076","mag":"2128940348"},"language":"en","primary_location":{"id":"doi:10.1142/s0218127411030076","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127411030076","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bifurcation and Chaos","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1401.7119","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"N. J. McCULLEN","orcid":null},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"N. J. McCULLEN","raw_affiliation_strings":["School of Mathematics, University of Leeds, Leeds LS2 9JT, UK"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, University of Leeds, Leeds LS2 9JT, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":null,"display_name":"M. V. IVANCHENKO","orcid":null},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. V. IVANCHENKO","raw_affiliation_strings":["School of Mathematics, University of Leeds, Leeds LS2 9JT, UK"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, University of Leeds, Leeds LS2 9JT, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":null,"display_name":"V. D. SHALFEEV","orcid":null},"institutions":[{"id":"https://openalex.org/I1295868456","display_name":"Radiophysical Research Institute","ror":"https://ror.org/00zceqt96","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1295868456"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"V. D. SHALFEEV","raw_affiliation_strings":["Department of Radiophysics, Nizhny Novgorod University, 23 Gagarin Avenue, 603600 Nizhny Novgorod, Russia"],"affiliations":[{"raw_affiliation_string":"Department of Radiophysics, Nizhny Novgorod University, 23 Gagarin Avenue, 603600 Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I1295868456"]}]},{"author_position":"last","author":{"id":null,"display_name":"W. F. GALE","orcid":null},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"W. F. GALE","raw_affiliation_strings":["School of Process, Environmental and Materials Engineering, University of Leeds, Leeds LS2 9JT, UK"],"affiliations":[{"raw_affiliation_string":"School of Process, Environmental and Materials Engineering, University of Leeds, Leeds LS2 9JT, UK","institution_ids":["https://openalex.org/I130828816"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130828816"],"apc_list":null,"apc_paid":null,"fwci":0.4893,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67804279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"21","issue":"09","first_page":"2467","last_page":"2480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9348000288009644,"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"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9348000288009644,"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"}},{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.01140000019222498,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.007199999876320362,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bistability","display_name":"Bistability","score":0.6826000213623047},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.6620000004768372},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6154000163078308},{"id":"https://openalex.org/keywords/bifurcation","display_name":"Bifurcation","score":0.5641999840736389},{"id":"https://openalex.org/keywords/coupling-strength","display_name":"Coupling strength","score":0.5418999791145325},{"id":"https://openalex.org/keywords/parameter-space","display_name":"Parameter space","score":0.4781000018119812},{"id":"https://openalex.org/keywords/pitchfork-bifurcation","display_name":"Pitchfork bifurcation","score":0.4781000018119812},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.445499986410141},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.4253999888896942}],"concepts":[{"id":"https://openalex.org/C97292510","wikidata":"https://www.wikidata.org/wiki/Q2304620","display_name":"Bistability","level":2,"score":0.6826000213623047},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.6802999973297119},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.6620000004768372},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6154000163078308},{"id":"https://openalex.org/C2781349735","wikidata":"https://www.wikidata.org/wiki/Q4904824","display_name":"Bifurcation","level":3,"score":0.5641999840736389},{"id":"https://openalex.org/C2986219828","wikidata":"https://www.wikidata.org/wiki/Q1193095","display_name":"Coupling strength","level":2,"score":0.5418999791145325},{"id":"https://openalex.org/C73586568","wikidata":"https://www.wikidata.org/wiki/Q2600211","display_name":"Parameter space","level":2,"score":0.4781000018119812},{"id":"https://openalex.org/C155092403","wikidata":"https://www.wikidata.org/wiki/Q1785924","display_name":"Pitchfork bifurcation","level":5,"score":0.4781000018119812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4512999951839447},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.445499986410141},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.4253999888896942},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4223000109195709},{"id":"https://openalex.org/C2776966350","wikidata":"https://www.wikidata.org/wiki/Q6935096","display_name":"Multistability","level":3,"score":0.41499999165534973},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3968999981880188},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.39419999718666077},{"id":"https://openalex.org/C33962884","wikidata":"https://www.wikidata.org/wiki/Q378637","display_name":"Dynamical system (definition)","level":3,"score":0.38269999623298645},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.37540000677108765},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.366100013256073},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.35839998722076416},{"id":"https://openalex.org/C47458137","wikidata":"https://www.wikidata.org/wiki/Q911951","display_name":"Stationary state","level":2,"score":0.33059999346733093},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.32839998602867126},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3070000112056732},{"id":"https://openalex.org/C174914120","wikidata":"https://www.wikidata.org/wiki/Q4914973","display_name":"Biological applications of bifurcation theory","level":5,"score":0.28949999809265137},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.2766999900341034},{"id":"https://openalex.org/C200288055","wikidata":"https://www.wikidata.org/wiki/Q2621792","display_name":"Element (criminal law)","level":2,"score":0.27230000495910645}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0218127411030076","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127411030076","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bifurcation and Chaos","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1401.7119","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1401.7119","pdf_url":"https://arxiv.org/pdf/1401.7119","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:purehost.bath.ac.uk:openaire/0d741d88-03fb-4ea9-a781-e0c0348acfdb","is_oa":true,"landing_page_url":"https://researchportal.bath.ac.uk/en/publications/0d741d88-03fb-4ea9-a781-e0c0348acfdb","pdf_url":null,"source":{"id":"https://openalex.org/S4377196294","display_name":"Pure (University of Bath)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51601045","host_organization_name":"University of Bath","host_organization_lineage":["https://openalex.org/I51601045"],"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":"McCullen, N J, Ivanchenko, M V, Shalfeev, V D & Gale, W F 2011, 'A dynamical model of decision-making behavior in a network of consumers with applications to energy choices', International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, vol. 21, no. 09, pp. 2467-2480. https://doi.org/10.1142/S0218127411030076","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1401.7119","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1401.7119","pdf_url":"https://arxiv.org/pdf/1401.7119","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7036827112","display_name":null,"funder_award_id":"EP/G059780/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1994330305","https://openalex.org/W2069860303","https://openalex.org/W2082088717","https://openalex.org/W2112090702","https://openalex.org/W2143850587","https://openalex.org/W2164727176","https://openalex.org/W2168679843","https://openalex.org/W2478227765","https://openalex.org/W2500278320","https://openalex.org/W4206476507","https://openalex.org/W4298008229"],"related_works":[],"abstract_inverted_index":{"A":[0,44],"consumer":[1],"behavior":[2],"model":[3,26,70],"is":[4,47,115],"considered":[5],"in":[6,15,125,154],"the":[7,50,62,69,74,85,88,92,102,112,119,126,142,145,159,162],"context":[8],"of":[9,12,27,30,64,68,87,108,121,128,130,164],"a":[10,23,98],"network":[11],"interacting":[13],"individuals":[14,41],"an":[16,28],"energy":[17],"market.":[18],"We":[19,95,136],"propose":[20],"and":[21,66,77,133],"analyze":[22],"simple":[24],"dynamical":[25],"ensemble":[29],"coupled":[31],"active":[32],"elements":[33],"mimicking":[34],"consumers'":[35],"behavior,":[36],"where":[37],"\"word-of-mouth\"":[38],"interactions":[39],"between":[40],"are":[42,82],"important.":[43],"single":[45],"element":[46],"modeled":[48],"using":[49],"automatic":[51],"control":[52],"system":[53,114],"framework.":[54],"Assuming":[55],"local":[56],"(nearest":[57],"neighbor)":[58],"coupling":[59,75,143],"we":[60],"study":[61],"evolution":[63],"chains":[65],"lattices":[67],"consumers":[71],"when":[72],"varying":[73],"strength":[76],"initial":[78],"conditions.":[79],"The":[80],"results":[81,124],"interpreted":[83],"as":[84],"dynamics":[86],"decision-making":[89],"process":[90],"by":[91,148],"energy-market":[93],"consumers.":[94],"demonstrate":[96],"that":[97],"pitchfork":[99],"bifurcation":[100],"to":[101,106],"homogeneous":[103],"solution":[104],"leads":[105],"bistability":[107],"stationary":[109],"regimes,":[110],"while":[111],"autonomous":[113],"always":[116],"monostable.":[117],"In":[118,158],"presence":[120],"inhomogeneities,":[122],"this":[123],"formation":[127],"clusters":[129,166],"sharply":[131],"positive":[132],"negative":[134],"opinions.":[135],"also":[137],"find":[138],"that,":[139],"depending":[140],"on":[141],"strength,":[144],"perturbations":[146],"caused":[147],"inhomogeneities":[149],"can":[150],"be":[151],"exponentially":[152],"localized":[153],"space":[155],"or":[156],"delocalized.":[157],"latter":[160],"case,":[161],"coarse-graining":[163],"opinion":[165],"occurs.":[167]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}