{"id":"https://openalex.org/W1982265565","doi":"https://doi.org/10.1007/s00500-012-0855-z","title":"A novel two-stage hybrid swarm intelligence optimization algorithm and application","display_name":"A novel two-stage hybrid swarm intelligence optimization algorithm and application","publication_year":2012,"publication_date":"2012-05-04","ids":{"openalex":"https://openalex.org/W1982265565","doi":"https://doi.org/10.1007/s00500-012-0855-z","mag":"1982265565"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-012-0855-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-012-0855-z","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5100764224","display_name":"Wu Deng","orcid":"https://orcid.org/0000-0002-6524-6760"},"institutions":[{"id":"https://openalex.org/I4210147617","display_name":"Ministry of Education","ror":"https://ror.org/0429te836","country_code":"ET","type":"government","lineage":["https://openalex.org/I4210147617"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]},{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]},{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]},{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN","ET"],"is_corresponding":true,"raw_author_name":"Wu Deng","raw_affiliation_strings":["Artificial Intelligence Key Laboratory of Sichuan Province, Sichuan University of Science and Engineering, 643000, Zigong, China","Informational Science and Technology Institute, Dalian Maritime University, 116026, Dalian, China","Key Laboratory of Advanced Design and Intelligent Computing, Dalian University, Ministry of Education, 116622, Dalian, China","Key Laboratory of Intelligent Computing and Signal Processing, Anhui University, Ministry of Education, 230039, Hefei, China","Software Institute, Dalian Jiaotong University, 116028, Dalian, China","State Key Laboratory of Power Transmission Equipment and System Security and New Technology, College of Electrical Engineering, Chongqing University, 400044, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Key Laboratory of Sichuan Province, Sichuan University of Science and Engineering, 643000, Zigong, China","institution_ids":["https://openalex.org/I64852412"]},{"raw_affiliation_string":"Informational Science and Technology Institute, Dalian Maritime University, 116026, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Key Laboratory of Advanced Design and Intelligent Computing, Dalian University, Ministry of Education, 116622, Dalian, China","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210147617"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing, Anhui University, Ministry of Education, 230039, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Software Institute, Dalian Jiaotong University, 116028, Dalian, China","institution_ids":["https://openalex.org/I7350606"]},{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment and System Security and New Technology, College of Electrical Engineering, Chongqing University, 400044, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418997","display_name":"Rong Chen","orcid":"https://orcid.org/0000-0001-5848-6398"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Chen","raw_affiliation_strings":["Informational Science and Technology Institute, Dalian Maritime University, 116026, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Informational Science and Technology Institute, Dalian Maritime University, 116026, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004053487","display_name":"He Bing","orcid":"https://orcid.org/0000-0002-9606-6295"},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing He","raw_affiliation_strings":["Foreign Language Institute, Dalian Jiaotong University, 116028, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Foreign Language Institute, Dalian Jiaotong University, 116028, Dalian, China","institution_ids":["https://openalex.org/I7350606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100750985","display_name":"Yaqing Liu","orcid":"https://orcid.org/0000-0001-6168-7385"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]},{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqing Liu","raw_affiliation_strings":["Artificial Intelligence Key Laboratory of Sichuan Province, Sichuan University of Science and Engineering, 643000, Zigong, China","Informational Science and Technology Institute, Dalian Maritime University, 116026, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Key Laboratory of Sichuan Province, Sichuan University of Science and Engineering, 643000, Zigong, China","institution_ids":["https://openalex.org/I64852412"]},{"raw_affiliation_string":"Informational Science and Technology Institute, Dalian Maritime University, 116026, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077254978","display_name":"Lifeng Yin","orcid":"https://orcid.org/0009-0001-5125-0339"},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Yin","raw_affiliation_strings":["Software Institute, Dalian Jiaotong University, 116028, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Software Institute, Dalian Jiaotong University, 116028, Dalian, China","institution_ids":["https://openalex.org/I7350606"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111566993","display_name":"Jinghuan Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghuan Guo","raw_affiliation_strings":["Informational Science and Technology Institute, Dalian Maritime University, 116026, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Informational Science and Technology Institute, Dalian Maritime University, 116026, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100764224"],"corresponding_institution_ids":["https://openalex.org/I143868143","https://openalex.org/I158842170","https://openalex.org/I27357992","https://openalex.org/I4210147617","https://openalex.org/I43313876","https://openalex.org/I64852412","https://openalex.org/I7350606"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":12.3792,"has_fulltext":false,"cited_by_count":186,"citation_normalized_percentile":{"value":0.98606852,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"16","issue":"10","first_page":"1707","last_page":"1722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9718000292778015,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/metaheuristic","display_name":"Metaheuristic","score":0.7228014469146729},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7045398354530334},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.6963793039321899},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.6758477687835693},{"id":"https://openalex.org/keywords/parallel-metaheuristic","display_name":"Parallel metaheuristic","score":0.6709376573562622},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6366534233093262},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5997218489646912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5963100790977478},{"id":"https://openalex.org/keywords/tabu-search","display_name":"Tabu search","score":0.5928263664245605},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.548023521900177},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5292994976043701},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5166783332824707},{"id":"https://openalex.org/keywords/hybrid-algorithm","display_name":"Hybrid algorithm (constraint satisfaction)","score":0.4498049318790436},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4322662949562073},{"id":"https://openalex.org/keywords/bees-algorithm","display_name":"Bees algorithm","score":0.4240325391292572},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.41344037652015686},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21801277995109558}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7228014469146729},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7045398354530334},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.6963793039321899},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.6758477687835693},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.6709376573562622},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6366534233093262},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5997218489646912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5963100790977478},{"id":"https://openalex.org/C123370116","wikidata":"https://www.wikidata.org/wiki/Q1424540","display_name":"Tabu search","level":2,"score":0.5928263664245605},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.548023521900177},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5292994976043701},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5166783332824707},{"id":"https://openalex.org/C62469222","wikidata":"https://www.wikidata.org/wiki/Q17092103","display_name":"Hybrid algorithm (constraint satisfaction)","level":5,"score":0.4498049318790436},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4322662949562073},{"id":"https://openalex.org/C143574069","wikidata":"https://www.wikidata.org/wiki/Q3497720","display_name":"Bees algorithm","level":3,"score":0.4240325391292572},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.41344037652015686},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21801277995109558},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C173404611","wikidata":"https://www.wikidata.org/wiki/Q528588","display_name":"Constraint programming","level":3,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C176783269","wikidata":"https://www.wikidata.org/wiki/Q5164378","display_name":"Constraint logic programming","level":4,"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/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-012-0855-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-012-0855-z","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W112440565","https://openalex.org/W115392927","https://openalex.org/W307896644","https://openalex.org/W1497256448","https://openalex.org/W1557288165","https://openalex.org/W1639441734","https://openalex.org/W1801849579","https://openalex.org/W1814284456","https://openalex.org/W1970526056","https://openalex.org/W1974915966","https://openalex.org/W1978354018","https://openalex.org/W1979824502","https://openalex.org/W1983172855","https://openalex.org/W1984779822","https://openalex.org/W1985440868","https://openalex.org/W1987878161","https://openalex.org/W1988242784","https://openalex.org/W1989432959","https://openalex.org/W1995081825","https://openalex.org/W2003329977","https://openalex.org/W2008023055","https://openalex.org/W2008073728","https://openalex.org/W2009803313","https://openalex.org/W2010686093","https://openalex.org/W2015164669","https://openalex.org/W2023070290","https://openalex.org/W2031319620","https://openalex.org/W2034027189","https://openalex.org/W2049814115","https://openalex.org/W2052396508","https://openalex.org/W2056678525","https://openalex.org/W2061272820","https://openalex.org/W2063914115","https://openalex.org/W2066549209","https://openalex.org/W2080869144","https://openalex.org/W2081231516","https://openalex.org/W2082647601","https://openalex.org/W2089822361","https://openalex.org/W2091383086","https://openalex.org/W2107698955","https://openalex.org/W2116314764","https://openalex.org/W2128110222","https://openalex.org/W2128337573","https://openalex.org/W2134734077","https://openalex.org/W2148736953","https://openalex.org/W2149523634","https://openalex.org/W2150117180","https://openalex.org/W2152195021","https://openalex.org/W2154196189","https://openalex.org/W2154929945","https://openalex.org/W2160694855","https://openalex.org/W2166922785","https://openalex.org/W2297395784","https://openalex.org/W2308615045","https://openalex.org/W2543580944"],"related_works":["https://openalex.org/W2394153495","https://openalex.org/W2132476708","https://openalex.org/W2978078020","https://openalex.org/W2361792200","https://openalex.org/W2044926530","https://openalex.org/W4315557007","https://openalex.org/W2383657114","https://openalex.org/W4244439700","https://openalex.org/W4255726574","https://openalex.org/W3194898675"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":28},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":20},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}