{"id":"https://openalex.org/W3155123481","doi":"https://doi.org/10.1007/s00521-021-05918-7","title":"Collective intelligence evolution using ant colony optimization and neural networks","display_name":"Collective intelligence evolution using ant colony optimization and neural networks","publication_year":2021,"publication_date":"2021-04-21","ids":{"openalex":"https://openalex.org/W3155123481","doi":"https://doi.org/10.1007/s00521-021-05918-7","mag":"3155123481"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-05918-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-05918-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5000965016","display_name":"Xiaoya Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]},{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210140540","display_name":"Singularity University","ror":"https://ror.org/04rv9a088","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140540"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Xiaoya Qi","raw_affiliation_strings":["Beijing Deep Singularity Technology Co., Ltd., Beijing, China","Engineering Research Center of AI and Robotics, Ministry of Education, Shanghai, China","Institute of AI and Robotics, Fudan University, Shanghai, China","Ji Hua Laboratory, Foshan, Guangdong Province, China","Shanghai Engineering Research Center of AI and Robotics, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Beijing Deep Singularity Technology Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210140540"]},{"raw_affiliation_string":"Engineering Research Center of AI and Robotics, Ministry of Education, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Institute of AI and Robotics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, China","institution_ids":["https://openalex.org/I4210089285"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of AI and Robotics, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067539236","display_name":"Zhongxue Gan","orcid":"https://orcid.org/0000-0003-3873-5187"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210140540","display_name":"Singularity University","ror":"https://ror.org/04rv9a088","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140540"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhongxue Gan","raw_affiliation_strings":["Beijing Deep Singularity Technology Co., Ltd., Beijing, China","Engineering Research Center of AI and Robotics, Ministry of Education, Shanghai, China","Institute of AI and Robotics, Fudan University, Shanghai, China","Ji Hua Laboratory, Foshan, Guangdong Province, China","Shanghai Engineering Research Center of AI and Robotics, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Beijing Deep Singularity Technology Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210140540"]},{"raw_affiliation_string":"Engineering Research Center of AI and Robotics, Ministry of Education, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Institute of AI and Robotics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, China","institution_ids":["https://openalex.org/I4210089285"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of AI and Robotics, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326615","display_name":"Chuang Liu","orcid":"https://orcid.org/0000-0002-9749-1592"},"institutions":[{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]},{"id":"https://openalex.org/I4210140540","display_name":"Singularity University","ror":"https://ror.org/04rv9a088","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140540"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Chuang Liu","raw_affiliation_strings":["Beijing Deep Singularity Technology Co., Ltd., Beijing, China","Ji Hua Laboratory, Foshan, Guangdong Province, China"],"affiliations":[{"raw_affiliation_string":"Beijing Deep Singularity Technology Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210140540"]},{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, China","institution_ids":["https://openalex.org/I4210089285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102345226","display_name":"Zheng Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140540","display_name":"Singularity University","ror":"https://ror.org/04rv9a088","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140540"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng Xu","raw_affiliation_strings":["Beijing Deep Singularity Technology Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Deep Singularity Technology Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210140540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101830551","display_name":"Xiaozhi Zhang","orcid":"https://orcid.org/0000-0001-6789-5660"},"institutions":[{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]},{"id":"https://openalex.org/I4210140540","display_name":"Singularity University","ror":"https://ror.org/04rv9a088","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140540"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiaozhi Zhang","raw_affiliation_strings":["Beijing Deep Singularity Technology Co., Ltd., Beijing, China","Ji Hua Laboratory, Foshan, Guangdong Province, China"],"affiliations":[{"raw_affiliation_string":"Beijing Deep Singularity Technology Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210140540"]},{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, China","institution_ids":["https://openalex.org/I4210089285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057748433","display_name":"Wei Li","orcid":"https://orcid.org/0000-0001-8242-076X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]},{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["Engineering Research Center of AI and Robotics, Ministry of Education, Shanghai, China","Institute of AI and Robotics, Fudan University, Shanghai, China","Ji Hua Laboratory, Foshan, Guangdong Province, China","Shanghai Engineering Research Center of AI and Robotics, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of AI and Robotics, Ministry of Education, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Institute of AI and Robotics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, China","institution_ids":["https://openalex.org/I4210089285"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of AI and Robotics, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101918104","display_name":"Chun Ouyang","orcid":"https://orcid.org/0000-0002-6249-4005"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Ouyang","raw_affiliation_strings":["Engineering Research Center of AI and Robotics, Ministry of Education, Shanghai, China","Institute of AI and Robotics, Fudan University, Shanghai, China","Ji Hua Laboratory, Foshan, Guangdong Province, China","Shanghai Engineering Research Center of AI and Robotics, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of AI and Robotics, Ministry of Education, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Institute of AI and Robotics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, China","institution_ids":["https://openalex.org/I4210089285"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of AI and Robotics, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5000965016"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I24943067","https://openalex.org/I4210089285","https://openalex.org/I4210140540"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.2583,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83304794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"33","issue":"19","first_page":"12721","last_page":"12735"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.8843296766281128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6676459908485413},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6087167263031006},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5455923676490784},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49554288387298584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4756823778152466},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4691169559955597},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4545128345489502},{"id":"https://openalex.org/keywords/evolution-theory","display_name":"Evolution theory","score":0.44957056641578674},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4126337170600891},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28171947598457336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21618616580963135},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.13176101446151733}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8843296766281128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676459908485413},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6087167263031006},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5455923676490784},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49554288387298584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4756823778152466},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4691169559955597},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4545128345489502},{"id":"https://openalex.org/C2993416835","wikidata":"https://www.wikidata.org/wiki/Q1063","display_name":"Evolution theory","level":3,"score":0.44957056641578674},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4126337170600891},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28171947598457336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21618616580963135},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.13176101446151733},{"id":"https://openalex.org/C150846664","wikidata":"https://www.wikidata.org/wiki/Q7602306","display_name":"Stars","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-021-05918-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-05918-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6265710886","display_name":null,"funder_award_id":"X190021TB190","funder_id":"https://openalex.org/F4320317139","funder_display_name":"Ji Hua Laboratory"}],"funders":[{"id":"https://openalex.org/F4320317139","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1509774930","https://openalex.org/W1514518371","https://openalex.org/W1529959093","https://openalex.org/W1530490667","https://openalex.org/W1534709123","https://openalex.org/W1543801745","https://openalex.org/W1573676079","https://openalex.org/W1587022413","https://openalex.org/W1748133846","https://openalex.org/W1801849579","https://openalex.org/W1825587999","https://openalex.org/W1997107784","https://openalex.org/W2013798700","https://openalex.org/W2039496311","https://openalex.org/W2070448096","https://openalex.org/W2083533909","https://openalex.org/W2099618002","https://openalex.org/W2107941094","https://openalex.org/W2113134687","https://openalex.org/W2135998329","https://openalex.org/W2137437574","https://openalex.org/W2137564278","https://openalex.org/W2146087064","https://openalex.org/W2154929945","https://openalex.org/W2340989005","https://openalex.org/W2498688231","https://openalex.org/W2888056532","https://openalex.org/W2898850925","https://openalex.org/W2902164188","https://openalex.org/W2902907165","https://openalex.org/W2921992265","https://openalex.org/W2928977918","https://openalex.org/W3045895910","https://openalex.org/W3151729462","https://openalex.org/W3176687942","https://openalex.org/W4211130072","https://openalex.org/W4292083457"],"related_works":["https://openalex.org/W2363465025","https://openalex.org/W2347969533","https://openalex.org/W2394153495","https://openalex.org/W2388217074","https://openalex.org/W2612694818","https://openalex.org/W2155027171","https://openalex.org/W2016475942","https://openalex.org/W2349786890","https://openalex.org/W2027135900","https://openalex.org/W4380486248"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}