{"id":"https://openalex.org/W4221079322","doi":"https://doi.org/10.1007/978-981-19-1256-6_26","title":"Firefly Algorithm with Opposition-Based Learning","display_name":"Firefly Algorithm with Opposition-Based Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4221079322","doi":"https://doi.org/10.1007/978-981-19-1256-6_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-1256-6_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-1256-6_26","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5024060544","display_name":"Yanping Qiao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125693","display_name":"Simulation Technologies (United States)","ror":"https://ror.org/02ypd5h61","country_code":"US","type":"company","lineage":["https://openalex.org/I4210125693"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Yanping Qiao","raw_affiliation_strings":["School of Power and Energy, Northwestern Polytechnical University, Xi\u2019an, 710072, China","Science and Technology on Altitude Simulation Laboratory, Mianyang, 621700, China","Science and Technology on Altitude Simulation Laboratory, Mianyang, China","School of Power and Energy, Northwestern Polytechnical University, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"School of Power and Energy, Northwestern Polytechnical University, Xi\u2019an, 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Science and Technology on Altitude Simulation Laboratory, Mianyang, 621700, China","institution_ids":["https://openalex.org/I4210125693"]},{"raw_affiliation_string":"Science and Technology on Altitude Simulation Laboratory, Mianyang, China","institution_ids":[]},{"raw_affiliation_string":"School of Power and Energy, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448927","display_name":"Feng Li","orcid":"https://orcid.org/0000-0002-7130-2941"},"institutions":[{"id":"https://openalex.org/I4210129465","display_name":"Wuhan Ship Development & Design Institute","ror":"https://ror.org/02mcdae06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129465"]},{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210106122"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Li","raw_affiliation_strings":["China Ship Scientific Research Center, Wuxi, 214082, China","Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou, 511458, China","China Ship Scientific Research Center, Wuxi, China","Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, 214082, China","institution_ids":["https://openalex.org/I4210129465"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou, 511458, China","institution_ids":["https://openalex.org/I4210106122"]},{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, China","institution_ids":["https://openalex.org/I4210129465"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou, China","institution_ids":["https://openalex.org/I4210106122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438369","display_name":"Cong Zhang","orcid":"https://orcid.org/0000-0001-8339-7709"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cong Zhang","raw_affiliation_strings":["AECC Sichuan Gas Turbine Establishment, Mianyang, 621700, China","AECC Sichuan Gas Turbine Establishment, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"AECC Sichuan Gas Turbine Establishment, Mianyang, 621700, China","institution_ids":[]},{"raw_affiliation_string":"AECC Sichuan Gas Turbine Establishment, Mianyang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100347677","display_name":"Xiaofeng Li","orcid":"https://orcid.org/0000-0001-9749-0330"},"institutions":[{"id":"https://openalex.org/I4210129465","display_name":"Wuhan Ship Development & Design Institute","ror":"https://ror.org/02mcdae06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129465"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Li","raw_affiliation_strings":["China Ship Scientific Research Center, Wuxi, 214082, China","China Ship Scientific Research Center, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, 214082, China","institution_ids":["https://openalex.org/I4210129465"]},{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, China","institution_ids":["https://openalex.org/I4210129465"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081442336","display_name":"Zhigang Zhou","orcid":"https://orcid.org/0000-0003-0591-2319"},"institutions":[{"id":"https://openalex.org/I4210129465","display_name":"Wuhan Ship Development & Design Institute","ror":"https://ror.org/02mcdae06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129465"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Zhou","raw_affiliation_strings":["China Ship Scientific Research Center, Wuxi, 214082, China","China Ship Scientific Research Center, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, 214082, China","institution_ids":["https://openalex.org/I4210129465"]},{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, China","institution_ids":["https://openalex.org/I4210129465"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375762","display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0002-0432-2942"},"institutions":[{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210106122"]},{"id":"https://openalex.org/I4210129465","display_name":"Wuhan Ship Development & Design Institute","ror":"https://ror.org/02mcdae06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129465"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["China Ship Scientific Research Center, Wuxi, 214082, China","Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou, 511458, China","Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou, China","China Ship Scientific Research Center, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, 214082, China","institution_ids":["https://openalex.org/I4210129465"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou, 511458, China","institution_ids":["https://openalex.org/I4210106122"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou, China","institution_ids":["https://openalex.org/I4210106122"]},{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, China","institution_ids":["https://openalex.org/I4210129465"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062537014","display_name":"Quanhua Zhu","orcid":"https://orcid.org/0009-0001-0021-0898"},"institutions":[{"id":"https://openalex.org/I4210129465","display_name":"Wuhan Ship Development & Design Institute","ror":"https://ror.org/02mcdae06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129465"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanhua Zhu","raw_affiliation_strings":["China Ship Scientific Research Center, Wuxi, 214082, China","China Ship Scientific Research Center, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, 214082, China","institution_ids":["https://openalex.org/I4210129465"]},{"raw_affiliation_string":"China Ship Scientific Research Center, Wuxi, China","institution_ids":["https://openalex.org/I4210129465"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5024060544"],"corresponding_institution_ids":["https://openalex.org/I17145004","https://openalex.org/I4210125693"],"apc_list":null,"apc_paid":null,"fwci":0.3429,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53322708,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"342","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9941999912261963,"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/T12676","display_name":"Machine Learning and ELM","score":0.9937999844551086,"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/firefly-algorithm","display_name":"Firefly algorithm","score":0.8316428661346436},{"id":"https://openalex.org/keywords/opposition","display_name":"Opposition (politics)","score":0.6291511058807373},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.6248617172241211},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5917457938194275},{"id":"https://openalex.org/keywords/jump","display_name":"Jump","score":0.5750612020492554},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5089757442474365},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.507717490196228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49051493406295776},{"id":"https://openalex.org/keywords/firefly-protocol","display_name":"Firefly protocol","score":0.4818507432937622},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.46471843123435974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4506249725818634},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4480212926864624},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.44163209199905396},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41453981399536133},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.3934546709060669},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28107690811157227},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08357208967208862}],"concepts":[{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.8316428661346436},{"id":"https://openalex.org/C2780668109","wikidata":"https://www.wikidata.org/wiki/Q192852","display_name":"Opposition (politics)","level":3,"score":0.6291511058807373},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.6248617172241211},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5917457938194275},{"id":"https://openalex.org/C2780695682","wikidata":"https://www.wikidata.org/wiki/Q4005959","display_name":"Jump","level":2,"score":0.5750612020492554},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5089757442474365},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.507717490196228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49051493406295776},{"id":"https://openalex.org/C107477482","wikidata":"https://www.wikidata.org/wiki/Q22570039","display_name":"Firefly protocol","level":2,"score":0.4818507432937622},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.46471843123435974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4506249725818634},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4480212926864624},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.44163209199905396},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41453981399536133},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.3934546709060669},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28107690811157227},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08357208967208862},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-1256-6_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-1256-6_26","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1523741643","https://openalex.org/W1948555716","https://openalex.org/W1955291487","https://openalex.org/W2139339670","https://openalex.org/W2162745921","https://openalex.org/W2165299997","https://openalex.org/W2169245194","https://openalex.org/W2888224868","https://openalex.org/W2952002082","https://openalex.org/W2970036087","https://openalex.org/W2972155310","https://openalex.org/W2974006325","https://openalex.org/W2979442298","https://openalex.org/W3000716545","https://openalex.org/W3007317032","https://openalex.org/W3009613205","https://openalex.org/W3013732496","https://openalex.org/W3026657781","https://openalex.org/W3042621322","https://openalex.org/W3044535332","https://openalex.org/W3115986747","https://openalex.org/W3127082588","https://openalex.org/W3153011140","https://openalex.org/W3154258538","https://openalex.org/W3164793889","https://openalex.org/W3179089646","https://openalex.org/W3203490463"],"related_works":["https://openalex.org/W2222304693","https://openalex.org/W2490269892","https://openalex.org/W4200439108","https://openalex.org/W2940563633","https://openalex.org/W2890707561","https://openalex.org/W2044587647","https://openalex.org/W4230527540","https://openalex.org/W2968802284","https://openalex.org/W4281784934","https://openalex.org/W2554730094"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}