{"id":"https://openalex.org/W7136740806","doi":"https://doi.org/10.1155/cplx/3743541","title":"Evolutionary Game of Multiple Subjects Collaborative Innovation Under Double Uncertainty","display_name":"Evolutionary Game of Multiple Subjects Collaborative Innovation Under Double Uncertainty","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7136740806","doi":"https://doi.org/10.1155/cplx/3743541"},"language":"en","primary_location":{"id":"doi:10.1155/cplx/3743541","is_oa":true,"landing_page_url":"https://doi.org/10.1155/cplx/3743541","pdf_url":null,"source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1155/cplx/3743541","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5129442595","display_name":"Xumei Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xumei Yuan","raw_affiliation_strings":["Hebei Provincial Technology Innovation Center for Modern Port Coal Logistics ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn","School of Economics and Management ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn"],"affiliations":[{"raw_affiliation_string":"Hebei Provincial Technology Innovation Center for Modern Port Coal Logistics ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn","institution_ids":["https://openalex.org/I39333907"]},{"raw_affiliation_string":"School of Economics and Management ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101724326","display_name":"Mengya Zhang","orcid":"https://orcid.org/0000-0002-1055-3528"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Zhang","raw_affiliation_strings":["School of Economics and Management ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129617211","display_name":"Fuli Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I164946172","display_name":"Hengshui University","ror":"https://ror.org/03xvjtz09","country_code":"CN","type":"education","lineage":["https://openalex.org/I164946172"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuli Wei","raw_affiliation_strings":["College of Economics and Business Administration ,  Hengshui University ,  Hengshui ,  053010 , Hebei,  China"],"affiliations":[{"raw_affiliation_string":"College of Economics and Business Administration ,  Hengshui University ,  Hengshui ,  053010 , Hebei,  China","institution_ids":["https://openalex.org/I164946172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101920927","display_name":"Xu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Zhang","raw_affiliation_strings":["Hebei Provincial Technology Innovation Center for Modern Port Coal Logistics ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn","School of Economics and Management ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn"],"affiliations":[{"raw_affiliation_string":"Hebei Provincial Technology Innovation Center for Modern Port Coal Logistics ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn","institution_ids":["https://openalex.org/I39333907"]},{"raw_affiliation_string":"School of Economics and Management ,  Yanshan University ,  Qinhuangdao ,  066000 , Hebei,  China ,  ysu.edu.cn","institution_ids":["https://openalex.org/I39333907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101724326"],"corresponding_institution_ids":["https://openalex.org/I39333907"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80849298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2026","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.10649999976158142,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.10649999976158142,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11976","display_name":"Capital Investment and Risk Analysis","score":0.09969999641180038,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13402","display_name":"Business Strategy and Innovation","score":0.08560000360012054,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5616999864578247},{"id":"https://openalex.org/keywords/technological-change","display_name":"Technological change","score":0.550000011920929},{"id":"https://openalex.org/keywords/market-orientation","display_name":"Market orientation","score":0.39430001378059387},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.38370001316070557},{"id":"https://openalex.org/keywords/universality","display_name":"Universality (dynamical systems)","score":0.351500004529953},{"id":"https://openalex.org/keywords/evolutionary-game-theory","display_name":"Evolutionary game theory","score":0.3325999975204468},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.32280001044273376},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.30489999055862427}],"concepts":[{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5616999864578247},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.550000011920929},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.5022000074386597},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.42100000381469727},{"id":"https://openalex.org/C2779696404","wikidata":"https://www.wikidata.org/wiki/Q6770823","display_name":"Market orientation","level":2,"score":0.39430001378059387},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.38370001316070557},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3743000030517578},{"id":"https://openalex.org/C183992945","wikidata":"https://www.wikidata.org/wiki/Q2495574","display_name":"Universality (dynamical systems)","level":2,"score":0.351500004529953},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3492000102996826},{"id":"https://openalex.org/C20249471","wikidata":"https://www.wikidata.org/wiki/Q2298789","display_name":"Evolutionary game theory","level":3,"score":0.3325999975204468},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.32280001044273376},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.31940001249313354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3122999966144562},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C73795354","wikidata":"https://www.wikidata.org/wiki/Q287618","display_name":"Sequential game","level":3,"score":0.30489999055862427},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.2955999970436096},{"id":"https://openalex.org/C2775865179","wikidata":"https://www.wikidata.org/wiki/Q7692527","display_name":"Technological innovation system","level":3,"score":0.29499998688697815},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.29330000281333923},{"id":"https://openalex.org/C83645499","wikidata":"https://www.wikidata.org/wiki/Q285466","display_name":"Punitive damages","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C171578705","wikidata":"https://www.wikidata.org/wiki/Q5418700","display_name":"Evolutionary dynamics","level":3,"score":0.29280000925064087},{"id":"https://openalex.org/C186037533","wikidata":"https://www.wikidata.org/wiki/Q794803","display_name":"Innovation management","level":2,"score":0.2865999937057495},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2700999975204468},{"id":"https://openalex.org/C2985879086","wikidata":"https://www.wikidata.org/wiki/Q1061910","display_name":"Technology transfer","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C33199155","wikidata":"https://www.wikidata.org/wiki/Q2277143","display_name":"Sharing economy","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C155739000","wikidata":"https://www.wikidata.org/wiki/Q877707","display_name":"Market structure","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C2989454216","wikidata":"https://www.wikidata.org/wiki/Q7615509","display_name":"Technology innovation","level":2,"score":0.2596000134944916}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/cplx/3743541","is_oa":true,"landing_page_url":"https://doi.org/10.1155/cplx/3743541","pdf_url":null,"source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7b7cd2ec3fb04b6390952ddfa3dda62c","is_oa":true,"landing_page_url":"https://doaj.org/article/7b7cd2ec3fb04b6390952ddfa3dda62c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2026 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/cplx/3743541","is_oa":true,"landing_page_url":"https://doi.org/10.1155/cplx/3743541","pdf_url":null,"source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6564688086509705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1642394426","https://openalex.org/W1964352282","https://openalex.org/W1966397236","https://openalex.org/W1970749797","https://openalex.org/W1976467948","https://openalex.org/W2028798910","https://openalex.org/W2033793171","https://openalex.org/W2059761593","https://openalex.org/W2062799716","https://openalex.org/W2104569398","https://openalex.org/W2108038783","https://openalex.org/W2118102220","https://openalex.org/W2163768425","https://openalex.org/W2168605160","https://openalex.org/W2178752668","https://openalex.org/W2238468911","https://openalex.org/W2303438148","https://openalex.org/W2566856888","https://openalex.org/W2772090631","https://openalex.org/W2785895661","https://openalex.org/W2800079141","https://openalex.org/W2810019871","https://openalex.org/W2892000661","https://openalex.org/W2894341448","https://openalex.org/W2914881884","https://openalex.org/W2943941146","https://openalex.org/W2973524680","https://openalex.org/W2990418270","https://openalex.org/W2999442398","https://openalex.org/W3000249791","https://openalex.org/W3004109029","https://openalex.org/W3042730484","https://openalex.org/W3093259622","https://openalex.org/W3110536212","https://openalex.org/W3125872061","https://openalex.org/W3144180922","https://openalex.org/W3158978073","https://openalex.org/W3172572717","https://openalex.org/W3175511100","https://openalex.org/W3208498306","https://openalex.org/W4220763796","https://openalex.org/W4225259693","https://openalex.org/W4312202046","https://openalex.org/W4313518597","https://openalex.org/W4366819075","https://openalex.org/W4368363916","https://openalex.org/W4385856180","https://openalex.org/W4390959200","https://openalex.org/W4396979161","https://openalex.org/W4401925487","https://openalex.org/W4402572636"],"related_works":[],"abstract_inverted_index":{"Multisubject":[0],"technology":[1,12,73,99],"collaborative":[2,23,55,81,159],"innovation":[3,24,40,44,56,82],"serves":[4],"as":[5,15,17],"an":[6],"essential":[7],"driving":[8,169],"force":[9],"to":[10],"improve":[11],"transfer":[13],"efficiency":[14],"well":[16],"implement":[18],"the":[19,34,49,108,150],"innovation\u2010driven":[20],"strategy.":[21],"Particularly,":[22],"in":[25,111,134,158],"accordance":[26],"with":[27,84],"technological":[28,58,88,91,136,138],"orientation":[29],"and":[30,42,51,59,74,100,144,156,164,171],"market":[31,60,75,85,101,140],"demand":[32],"enables":[33],"efficient":[35],"resource":[36],"allocation":[37],"that":[38,71],"stimulates":[39],"willingness":[41,106],"improves":[43],"performance.":[45],"This":[46],"study":[47],"explores":[48],"strategies":[50],"conditions":[52],"for":[53],"multiagent":[54],"under":[57],"uncertainties,":[61],"employing":[62],"a":[63,120],"government\u2013enterprise\u2013university":[64],"evolutionary":[65],"game":[66],"model.":[67],"Numerical":[68],"simulations":[69],"demonstrate":[70],"both":[72],"factors":[76],"are":[77,103],"critical":[78],"drivers":[79,102],"of":[80,153],"systems,":[83],"influences":[86],"outweighing":[87],"ones.":[89],"Notably,":[90],"universality":[92],"proves":[93],"more":[94],"impactful":[95],"than":[96,126],"novelty.":[97],"When":[98],"weak,":[104],"government":[105,127,157],"becomes":[107],"decisive":[109],"factor":[110],"shaping":[112],"other":[113],"participants\u2019":[114],"strategic":[115],"choices.":[116],"Punitive":[117],"measures":[118],"have":[119],"stronger":[121],"effect":[122],"on":[123],"system":[124],"evolution":[125],"incentives.":[128],"The":[129,147],"study\u2019s":[130],"key":[131],"contribution":[132],"lies":[133],"emphasizing":[135],"sophistication,":[137],"universality,":[139],"price,":[141],"participant":[142],"willingness,":[143],"policy":[145],"impacts.":[146],"findings":[148],"underscore":[149],"dynamic":[151],"interplay":[152],"technology,":[154],"market,":[155],"innovation,":[160],"offering":[161],"novel":[162],"theoretical":[163],"practical":[165],"insights":[166],"into":[167],"its":[168],"mechanisms":[170],"implementation":[172],"pathways.":[173]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-03-17T00:00:00"}
