{"id":"https://openalex.org/W2602908436","doi":"https://doi.org/10.1109/tcyb.2017.2685944","title":"Cooperative Hierarchical PSO With Two Stage Variable Interaction Reconstruction for Large Scale Optimization","display_name":"Cooperative Hierarchical PSO With Two Stage Variable Interaction Reconstruction for Large Scale Optimization","publication_year":2017,"publication_date":"2017-03-31","ids":{"openalex":"https://openalex.org/W2602908436","doi":"https://doi.org/10.1109/tcyb.2017.2685944","mag":"2602908436","pmid":"https://pubmed.ncbi.nlm.nih.gov/28371795"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2017.2685944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2017.2685944","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5091010251","display_name":"Hongwei Ge","orcid":"https://orcid.org/0000-0002-8937-1515"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]},{"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"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hongwei Ge","raw_affiliation_strings":["College of Computer Science and Technology, Dalian University of Technology, Dalian, China","Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021834892","display_name":"Liang Sun","orcid":"https://orcid.org/0000-0003-2794-8654"},"institutions":[{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Sun","raw_affiliation_strings":["College of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-2794-8654","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101100624","display_name":"Guozhen Tan","orcid":null},"institutions":[{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozhen Tan","raw_affiliation_strings":["College of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370633","display_name":"Zheng Chen","orcid":"https://orcid.org/0000-0001-5621-2860"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng Chen","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100643265","display_name":"C. L. Philip Chen","orcid":"https://orcid.org/0000-0001-5451-7230"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"C. L. Philip Chen","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.9876,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94946263,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"47","issue":"9","first_page":"2809","last_page":"2823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994999766349792,"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":0.9994999766349792,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9983999729156494,"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/T10320","display_name":"Neural Networks and Applications","score":0.9943000078201294,"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/convergence","display_name":"Convergence (economics)","score":0.6672645807266235},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6384602189064026},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.635362982749939},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6124767065048218},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5617461800575256},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5161977410316467},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4517988860607147},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.43301868438720703},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4308459758758545},{"id":"https://openalex.org/keywords/variable-neighborhood-search","display_name":"Variable neighborhood search","score":0.42483723163604736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31032484769821167},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25899603962898254},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2325972318649292},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.16903743147850037}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6672645807266235},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6384602189064026},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.635362982749939},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6124767065048218},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5617461800575256},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5161977410316467},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4517988860607147},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.43301868438720703},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4308459758758545},{"id":"https://openalex.org/C2776435737","wikidata":"https://www.wikidata.org/wiki/Q7915703","display_name":"Variable neighborhood search","level":3,"score":0.42483723163604736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31032484769821167},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25899603962898254},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2325972318649292},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.16903743147850037},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2017.2685944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2017.2685944","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:28371795","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28371795","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.49000000953674316,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2795355549","display_name":"\u65b0\u578b\u7fa4\u4f53\u534f\u540c\u667a\u80fd\u7b97\u6cd5\u53ca\u5176\u5728\u8d85\u9ad8\u7ef4\u4f18\u5316\u4e2d\u7684\u5e94\u7528\u7814\u7a76","funder_award_id":"61103146","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4298700149","display_name":null,"funder_award_id":"61402076","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4578865363","display_name":"\u5927\u89c4\u6a21\u4ea4\u4e92\u95ee\u9898\u4e0b\u534f\u540c\u667a\u80fd\u7406\u8bba\u53ca\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61572104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":43,"referenced_works":["https://openalex.org/W120185646","https://openalex.org/W1170857927","https://openalex.org/W1227486161","https://openalex.org/W1512418237","https://openalex.org/W1545960569","https://openalex.org/W1571424162","https://openalex.org/W1780343103","https://openalex.org/W1875348914","https://openalex.org/W1918030494","https://openalex.org/W1975318518","https://openalex.org/W1979101093","https://openalex.org/W1986345851","https://openalex.org/W1996287559","https://openalex.org/W1996673440","https://openalex.org/W2003419992","https://openalex.org/W2008560584","https://openalex.org/W2011933251","https://openalex.org/W2015887370","https://openalex.org/W2018299061","https://openalex.org/W2029467044","https://openalex.org/W2062050542","https://openalex.org/W2068610075","https://openalex.org/W2081524587","https://openalex.org/W2085821381","https://openalex.org/W2095554186","https://openalex.org/W2110683677","https://openalex.org/W2118840131","https://openalex.org/W2121429049","https://openalex.org/W2128375118","https://openalex.org/W2129936995","https://openalex.org/W2134493701","https://openalex.org/W2144027346","https://openalex.org/W2145418868","https://openalex.org/W2149839388","https://openalex.org/W2155005783","https://openalex.org/W2156566884","https://openalex.org/W2187537484","https://openalex.org/W2193409108","https://openalex.org/W2403271993","https://openalex.org/W2403356283","https://openalex.org/W2533800621","https://openalex.org/W6681052026","https://openalex.org/W6683195961"],"related_works":["https://openalex.org/W3019402777","https://openalex.org/W4386596916","https://openalex.org/W3212544526","https://openalex.org/W2362558149","https://openalex.org/W2031835531","https://openalex.org/W2388590088","https://openalex.org/W1969166468","https://openalex.org/W2022727000","https://openalex.org/W2122371747","https://openalex.org/W2069224524"],"abstract_inverted_index":{"Large":[0],"scale":[1,11,15,91],"optimization":[2,30,108],"problems":[3,152],"arise":[4],"in":[5,28],"diverse":[6],"fields.":[7],"Decomposing":[8],"the":[9,18,34,39,61,75,80,85,95,111,132,139,146,151,160,168,174],"large":[10],"problem":[12,40,86],"into":[13,89],"small":[14,90],"subproblems":[16,96],"regarding":[17],"variable":[19,35,48,62,77],"interactions":[20,36,63,78],"and":[21,37,97,118,162,171],"optimizing":[22],"them":[23],"cooperatively":[24],"are":[25,121,153,157],"critical":[26],"steps":[27],"an":[29],"algorithm.":[31,51,134,176],"To":[32,93],"explore":[33,58],"perform":[38],"decomposition":[41],"tasks,":[42],"we":[43,101,124],"develop":[44],"a":[45,103],"two":[46],"stage":[47],"interaction":[49],"reconstruction":[50],"A":[52,67],"learning":[53],"model":[54,70],"is":[55,71,87],"proposed":[56,72,133,140,175],"to":[57,73,145],"part":[59],"of":[60,113,131,173],"as":[64],"prior":[65,81],"knowledge.":[66],"marginalized":[68],"denoising":[69],"construct":[74],"overall":[76],"using":[79],"knowledge,":[82],"with":[83],"which":[84],"decomposed":[88],"modules.":[92],"optimize":[94],"relieve":[98],"premature":[99],"convergence,":[100,170],"propose":[102],"cooperative":[104],"hierarchical":[105],"particle":[106],"swarm":[107],"framework,":[109],"where":[110],"operators":[112],"contingency":[114],"leadership,":[115],"interactional":[116],"cognition,":[117],"self-directed":[119],"exploitation":[120],"designed.":[122],"Finally,":[123],"conduct":[125],"theoretical":[126],"analysis":[127,136],"for":[128],"further":[129],"understanding":[130],"The":[135,165],"shows":[137],"that":[138],"algorithm":[141],"can":[142],"guarantee":[143],"converging":[144],"global":[147],"optimal":[148],"solutions":[149],"if":[150],"correctly":[154],"decomposed.":[155],"Experiments":[156],"conducted":[158],"on":[159],"CEC2008":[161],"CEC2010":[163],"benchmarks.":[164],"results":[166],"demonstrate":[167],"effectiveness,":[169],"usefulness":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
