{"id":"https://openalex.org/W1979899626","doi":"https://doi.org/10.1142/s0219525902000559","title":"CLUSTERING PANEL DATA VIA PERTURBED ADAPTIVE SIMULATED ANNEALING AND GENETIC ALGORITHMS","display_name":"CLUSTERING PANEL DATA VIA PERTURBED ADAPTIVE SIMULATED ANNEALING AND GENETIC ALGORITHMS","publication_year":2002,"publication_date":"2002-12-01","ids":{"openalex":"https://openalex.org/W1979899626","doi":"https://doi.org/10.1142/s0219525902000559","mag":"1979899626"},"language":"en","primary_location":{"id":"doi:10.1142/s0219525902000559","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525902000559","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","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/A5090627517","display_name":"Daniel Bonzo","orcid":"https://orcid.org/0000-0002-9763-3597"},"institutions":[{"id":"https://openalex.org/I87074743","display_name":"University of the Philippines Diliman","ror":"https://ror.org/03tbh6y23","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I87074743"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"DANIEL C. BONZO","raw_affiliation_strings":["School of Statistics, University of the Philippines, Diliman, Quezon City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Statistics, University of the Philippines, Diliman, Quezon City, Philippines","institution_ids":["https://openalex.org/I87074743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023397600","display_name":"Augusto Y. Hermosilla","orcid":null},"institutions":[{"id":"https://openalex.org/I87074743","display_name":"University of the Philippines Diliman","ror":"https://ror.org/03tbh6y23","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I87074743"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"AUGUSTO Y. HERMOSILLA","raw_affiliation_strings":["Department of Mathematics, University of the Philippines, Diliman, Quezon City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of the Philippines, Diliman, Quezon City, Philippines","institution_ids":["https://openalex.org/I87074743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090627517"],"corresponding_institution_ids":["https://openalex.org/I87074743"],"apc_list":null,"apc_paid":null,"fwci":1.9947,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.90651996,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"05","issue":"04","first_page":"339","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9692999720573425,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10136","display_name":"Statistical Methods and Inference","score":0.958299994468689,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7721459865570068},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.6908440589904785},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6382548213005066},{"id":"https://openalex.org/keywords/adaptive-simulated-annealing","display_name":"Adaptive simulated annealing","score":0.5759173631668091},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.572900116443634},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5534809827804565},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5451438426971436},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49876832962036133},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4101675748825073},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23116156458854675},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14050337672233582}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7721459865570068},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.6908440589904785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6382548213005066},{"id":"https://openalex.org/C46714192","wikidata":"https://www.wikidata.org/wiki/Q4680763","display_name":"Adaptive simulated annealing","level":3,"score":0.5759173631668091},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.572900116443634},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5534809827804565},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5451438426971436},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49876832962036133},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4101675748825073},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23116156458854675},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14050337672233582},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0219525902000559","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525902000559","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:acsxxx:v:05:y:2002:i:04:n:s0219525902000559","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219525902000559","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:RePEc:wsi:acsxxx:v:05:y:2002:i:04:p:339-360","is_oa":false,"landing_page_url":"http://www.worldscinet.com/cgi-bin/details.cgi?type=html&amp;id=pii:S0219525902000559","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1687582858","https://openalex.org/W2004292347","https://openalex.org/W2024060531","https://openalex.org/W2024670358","https://openalex.org/W2038864393","https://openalex.org/W2040049280","https://openalex.org/W2062983764","https://openalex.org/W2112440119","https://openalex.org/W2142183404","https://openalex.org/W2170834452","https://openalex.org/W2610857016","https://openalex.org/W2797333853","https://openalex.org/W2904250082"],"related_works":["https://openalex.org/W2373401521","https://openalex.org/W2046650716","https://openalex.org/W2022384161","https://openalex.org/W2353361148","https://openalex.org/W2120069041","https://openalex.org/W1977253746","https://openalex.org/W2105236412","https://openalex.org/W2348483136","https://openalex.org/W2349885810","https://openalex.org/W2361982188"],"abstract_inverted_index":{"Non-hierarchical":[0],"cluster":[1,78],"analysis":[2],"for":[3,115,150],"panel":[4,33,61],"data":[5,34],"is":[6,162],"known":[7],"to":[8,59,142,171],"be":[9,184],"hampered":[10],"by":[11,120,128,191],"structural":[12,45],"preservation,":[13,46],"computational":[14,42],"complexity":[15],"and":[16,18,30,44,55,103,154,173,187],"efficiency,":[17],"dependency":[19],"problems.":[20],"Resolving":[21],"these":[22],"issues":[23,43],"becomes":[24],"increasingly":[25],"important":[26],"as":[27,91,190],"efficient":[28],"collection":[29],"maintenance":[31],"of":[32,53,71,83,101,132],"make":[35],"application":[36,100],"more":[37],"conducive.":[38],"To":[39],"address":[40],"some":[41],"Bonzo":[47],"[3]":[48],"presented":[49],"a":[50,66,112,133,166],"stochastic":[51,104,176],"version":[52],"Kosmelj":[54],"Batagelj's":[56],"approach":[57,138],"[16]":[58],"clustering":[60,90],"data.":[62],"The":[63,157,180],"method":[64],"used":[65,141],"probability":[67],"link":[68],"function":[69,97],"(instead":[70],"the":[72,81,85,95,99,122,130,175],"usual":[73],"distance":[74],"functions)":[75],"in":[76,165],"defining":[77],"inertias":[79],"with":[80],"aim":[82],"preserving":[84],"clusters'":[86],"probabilistic":[87],"structure.":[88],"Formulating":[89],"an":[92,137],"optimization":[93,105],"problem,":[94],"objective":[96],"allows":[98],"heuristic":[102,114,161],"techniques.":[106],"In":[107],"this":[108],"paper,":[109],"we":[110],"present":[111],"modified":[113,186],"adaptive":[116],"simulated":[117],"annealing":[118],"(ASA)":[119],"perturbing":[121,129],"state":[123],"vector's":[124],"sampling":[125],"distribution,":[126],"specifically,":[127],"drift":[131],"diffusion":[134],"process.":[135,179],"Such":[136],"has":[139],"been":[140],"hasten":[143,172],"convergence":[144],"towards":[145],"global":[146],"optimum":[147],"at":[148],"equilibrium":[149],"diversely":[151],"complex,":[152],"combinatorial,":[153],"large-scale":[155],"systems.":[156],"perturbed":[158],"ASA":[159],"(PASA)":[160],"then":[163],"embedded":[164],"genetic":[167],"algorithm":[168],"(GA)":[169],"procedure":[170],"improve":[174],"local":[177],"search":[178],"PASA-GA":[181],"hybrid":[182],"can":[183],"further":[185],"improved":[188],"such":[189],"explicit":[192],"parallel":[193],"implementation.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
