{"id":"https://openalex.org/W4286748586","doi":"https://doi.org/10.1109/tnse.2023.3325278","title":"Coupling Asymmetry Optimizes Collective Dynamics Over Multiplex Networks","display_name":"Coupling Asymmetry Optimizes Collective Dynamics Over Multiplex Networks","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4286748586","doi":"https://doi.org/10.1109/tnse.2023.3325278"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2023.3325278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2023.3325278","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2106.13127","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zhao Song","orcid":"https://orcid.org/0000-0001-6566-1473"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhao Song","raw_affiliation_strings":["Department of Mathematics, Dartmouth College, Hanover, NH, USA"],"raw_orcid":"https://orcid.org/0000-0001-6566-1473","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037020807","display_name":"Dane Taylor","orcid":"https://orcid.org/0000-0003-1851-3309"},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dane Taylor","raw_affiliation_strings":["School of Computing and the Department of Mathematics and Statistics, University of Wyoming, Laramie, WY, USA"],"raw_orcid":"https://orcid.org/0000-0003-1851-3309","affiliations":[{"raw_affiliation_string":"School of Computing and the Department of Mathematics and Statistics, University of Wyoming, Laramie, WY, USA","institution_ids":["https://openalex.org/I12834331"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I107672454"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0025147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"2","first_page":"1524","last_page":"1541"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.37059998512268066,"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"}},"topics":[{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.37059998512268066,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.22949999570846558,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.08760000020265579,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/asymmetry","display_name":"Asymmetry","score":0.8357922434806824},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6259310245513916},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.5751965641975403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5264670848846436},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4833330810070038},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.45114678144454956},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43498343229293823},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4244418144226074},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3723759353160858},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.27081215381622314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25194036960601807},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.25022652745246887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14919596910476685},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11659228801727295},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.09444481134414673},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08757385611534119}],"concepts":[{"id":"https://openalex.org/C38976095","wikidata":"https://www.wikidata.org/wiki/Q752641","display_name":"Asymmetry","level":2,"score":0.8357922434806824},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6259310245513916},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.5751965641975403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5264670848846436},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4833330810070038},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.45114678144454956},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43498343229293823},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4244418144226074},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3723759353160858},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.27081215381622314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25194036960601807},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25022652745246887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14919596910476685},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11659228801727295},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.09444481134414673},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08757385611534119},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnse.2023.3325278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2023.3325278","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2106.13127","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.13127","pdf_url":"https://arxiv.org/pdf/2106.13127","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2106.13127","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2106.13127","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2106.13127","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.13127","pdf_url":"https://arxiv.org/pdf/2106.13127","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2422013369","display_name":null,"funder_award_id":"DMS-2052720","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2965923783","display_name":null,"funder_award_id":"578333","funder_id":"https://openalex.org/F4320306164","funder_display_name":"Simons Foundation"},{"id":"https://openalex.org/G4080644196","display_name":null,"funder_award_id":"2052720","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8154109519","display_name":null,"funder_award_id":"DMS-2052720","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306164","display_name":"Simons Foundation","ror":"https://ror.org/01cmst727"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4286748586.pdf","grobid_xml":"https://content.openalex.org/works/W4286748586.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W108936587","https://openalex.org/W1159540256","https://openalex.org/W1560630650","https://openalex.org/W1765869492","https://openalex.org/W1968817980","https://openalex.org/W1975016232","https://openalex.org/W1979677609","https://openalex.org/W1987853271","https://openalex.org/W1992578451","https://openalex.org/W1998085375","https://openalex.org/W2006260478","https://openalex.org/W2008620264","https://openalex.org/W2018800439","https://openalex.org/W2039752283","https://openalex.org/W2044988896","https://openalex.org/W2047809005","https://openalex.org/W2050766178","https://openalex.org/W2052232533","https://openalex.org/W2058636918","https://openalex.org/W2071769030","https://openalex.org/W2073894388","https://openalex.org/W2074617510","https://openalex.org/W2083787309","https://openalex.org/W2088312854","https://openalex.org/W2098005762","https://openalex.org/W2109046263","https://openalex.org/W2112090702","https://openalex.org/W2119382550","https://openalex.org/W2128953726","https://openalex.org/W2130868837","https://openalex.org/W2134711723","https://openalex.org/W2150049940","https://openalex.org/W2167064216","https://openalex.org/W2382222266","https://openalex.org/W2512290548","https://openalex.org/W2522977392","https://openalex.org/W2566971417","https://openalex.org/W2570009360","https://openalex.org/W2588083035","https://openalex.org/W2744697570","https://openalex.org/W2789777763","https://openalex.org/W2806295353","https://openalex.org/W2848698440","https://openalex.org/W2883045497","https://openalex.org/W2883700980","https://openalex.org/W2899576510","https://openalex.org/W2911805674","https://openalex.org/W2962871354","https://openalex.org/W2963123334","https://openalex.org/W2963188588","https://openalex.org/W2964211643","https://openalex.org/W2982172847","https://openalex.org/W2984353433","https://openalex.org/W2990435805","https://openalex.org/W3037826211","https://openalex.org/W3039697463","https://openalex.org/W3044435759","https://openalex.org/W3045814477","https://openalex.org/W3081237964","https://openalex.org/W3119849877","https://openalex.org/W3133655044","https://openalex.org/W3153187775","https://openalex.org/W4206647144","https://openalex.org/W4210770595","https://openalex.org/W4230315093","https://openalex.org/W4231669646","https://openalex.org/W4312512934","https://openalex.org/W6756976665","https://openalex.org/W6781147372","https://openalex.org/W6784705953","https://openalex.org/W6789592126"],"related_works":["https://openalex.org/W13086417","https://openalex.org/W4787035","https://openalex.org/W11414808","https://openalex.org/W4369486","https://openalex.org/W3198688","https://openalex.org/W12886449","https://openalex.org/W13048450","https://openalex.org/W7061580","https://openalex.org/W3927194","https://openalex.org/W143479"],"abstract_inverted_index":{"Networks":[0],"are":[1,25,45,83],"often":[2,119],"interconnected,":[3],"with":[4],"one":[5,68,103],"system":[6,82,124,149],"wielding":[7],"greater":[8],"influence":[9,127],"over":[10,201],"another.":[11],"However,":[12],"the":[13,50,57,122,128,133,182,196],"effects":[14,52],"of":[15,53,186,198],"such":[16],"asymmetry":[17,55,66,188],"on":[18,56,86,102,172],"self-organized":[19],"phenomena":[20],"(e.g.,":[21],"consensus":[22],"and":[23,79,189],"synchronization)":[24],"not":[26],"well":[27],"understood.":[28],"Here,":[29],"we":[30,142],"study":[31],"collective":[32,62,144,199],"dynamics":[33],"using":[34],"a":[35,61,77,80,114,147,152,163,173],"generalized":[36],"graph":[37],"Laplacian":[38],"for":[39,121,146,195],"multiplex":[40],"networks":[41,170],"containing":[42],"layers":[43,99],"that":[44,65,72,162,167],"asymmetrically":[46],"coupled.":[47],"We":[48],"explore":[49],"nonlinear":[51],"coupling":[54,92,187],"convergence":[58],"rate":[59],"toward":[60],"state,":[63],"finding":[64,161],"induces":[67],"or":[69,105],"more":[70],"optima":[71],"maximally":[73],"accelerate":[74],"convergence.":[75],"When":[76],"faster":[78,123],"slower":[81,129],"coupled,":[84],"depending":[85],"their":[87,90],"relative":[88],"timescales,":[89],"optimal":[91,120],"is":[93,118,155],"either":[94],"<italic":[95,106,183],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[96,107,184],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">cooperative</i>":[97],"(network":[98],"mutually":[100],"depend":[101],"another)":[104],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">non-cooperative</i>":[108],"(one":[109],"network":[110,154],"directs":[111],"another":[112],"without":[113],"reciprocated":[115],"influence).":[116],"It":[117],"to":[125],"more-strongly":[126],"one,":[130],"yet":[131],"counter-intuitively,":[132],"opposite":[134],"can":[135],"also":[136],"be":[137],"true.":[138],"As":[139],"an":[140,158],"application,":[141],"model":[143],"decision-making":[145],"human-AI":[148],"in":[150],"which":[151],"social":[153],"supported":[156],"by":[157],"AI-agent":[159],"network,":[160],"cooperative":[164],"optimum":[165],"requires":[166],"these":[168],"two":[169],"operate":[171],"sufficiently":[174],"similar":[175],"timescale.":[176],"More":[177],"broadly,":[178],"our":[179],"work":[180],"highlights":[181],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">optimization":[185],"timescale":[190],"balancing</i>":[191],"as":[192],"fundamental":[193],"concepts":[194],"design":[197],"behavior":[200],"interconnected":[202],"systems.":[203]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-07-23T00:00:00"}