{"id":"https://openalex.org/W2604673391","doi":"https://doi.org/10.1504/ijbic.2017.10004328","title":"An Alternative Approach for Particle Swarm Optimization Using Serendipity","display_name":"An Alternative Approach for Particle Swarm Optimization Using Serendipity","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2604673391","doi":"https://doi.org/10.1504/ijbic.2017.10004328","mag":"2604673391"},"language":"en","primary_location":{"id":"doi:10.1504/ijbic.2017.10004328","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijbic.2017.10004328","pdf_url":null,"source":{"id":"https://openalex.org/S121342672","display_name":"International Journal of Bio-Inspired Computation","issn_l":"1758-0366","issn":["1758-0366","1758-0374"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bio-Inspired Computation","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/A5003584200","display_name":"Claudio Silva","orcid":"https://orcid.org/0000-0003-2452-2295"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Claudio Silva","raw_affiliation_strings":["Department of Communications Engineering, Federal University of Rio Grande do Norte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering, Federal University of Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112268192","display_name":"Jose Ferreira Costa","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jose Costa","raw_affiliation_strings":["Department of Electrical Engineering, Federal University of Rio Grande do Norte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Federal University of Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055867564","display_name":"F\u00e1bio Paiva","orcid":"https://orcid.org/0000-0002-6868-2787"},"institutions":[{"id":"https://openalex.org/I3020002803","display_name":"Instituto Federal do Rio Grande do Norte","ror":"https://ror.org/04je48v27","country_code":"BR","type":"education","lineage":["https://openalex.org/I3020002803"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabio Paiva","raw_affiliation_strings":["Campus Parnamirim, Federal Institute of Rio Grande do Norte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Campus Parnamirim, Federal Institute of Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I3020002803"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03036457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"2","first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9837999939918518,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9799000024795532,"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/serendipity","display_name":"Serendipity","score":0.9168885946273804},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8127667903900146},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6832180619239807},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6376345753669739},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.6326304078102112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6220605373382568},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6090837121009827},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.5810245275497437},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5444766283035278},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4316408038139343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.354081392288208},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3096157908439636},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21016079187393188},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.05888471007347107},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.05774030089378357}],"concepts":[{"id":"https://openalex.org/C2779119418","wikidata":"https://www.wikidata.org/wiki/Q166039","display_name":"Serendipity","level":2,"score":0.9168885946273804},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8127667903900146},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6832180619239807},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6376345753669739},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.6326304078102112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6220605373382568},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6090837121009827},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.5810245275497437},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5444766283035278},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4316408038139343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.354081392288208},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3096157908439636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21016079187393188},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.05888471007347107},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.05774030089378357},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijbic.2017.10004328","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijbic.2017.10004328","pdf_url":null,"source":{"id":"https://openalex.org/S121342672","display_name":"International Journal of Bio-Inspired Computation","issn_l":"1758-0366","issn":["1758-0366","1758-0374"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bio-Inspired Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2807952458","https://openalex.org/W2474821701","https://openalex.org/W2241084252","https://openalex.org/W42170614","https://openalex.org/W2070977815","https://openalex.org/W10394924","https://openalex.org/W2364947648","https://openalex.org/W4285243362","https://openalex.org/W2361792200","https://openalex.org/W2568269143"],"abstract_inverted_index":{"In":[0],"the":[1,37,40,47,54,57,91,95,98,101,118,127,134,141],"study":[2],"of":[3,44,59,97,117],"metaheuristic":[4],"techniques,":[5],"it":[6],"is":[7,21,133],"very":[8],"common":[9],"to":[10,36,77,103,126,139],"deal":[11],"with":[12,90,113],"a":[13,79,114],"problem":[14,20,38],"known":[15],"as":[16,29],"premature":[17],"convergence.":[18],"This":[19,51],"widely":[22],"studied":[23],"in":[24,46,64,75],"swarm":[25,31],"intelligence":[26],"algorithms":[27],"such":[28],"particle":[30],"optimisation":[32],"(PSO).":[33],"Most":[34],"approaches":[35,53],"consider":[39],"generation":[41],"and/or":[42],"positioning":[43],"individuals":[45],"search":[48],"space":[49],"randomly.":[50],"paper":[52],"issue":[55],"using":[56],"concept":[58],"serendipity":[60,72],"and":[61,100],"its":[62],"adaptation":[63],"this":[65,84],"new":[66,108],"context.":[67],"Several":[68],"strategies":[69],"that":[70],"implement":[71],"were":[73,88],"evaluated":[74],"order":[76],"develop":[78],"PSO":[80,93,115],"variant":[81,116],"based":[82],"on":[83],"concept.":[85],"The":[86,107,120],"results":[87,124],"compared":[89,112],"traditional":[92],"considering":[94],"quality":[96],"solutions":[99],"ability":[102],"find":[104],"global":[105],"optimum.":[106],"algorithm":[109],"was":[110],"also":[111],"literature.":[119],"experiments":[121],"showed":[122],"promising":[123],"related":[125],"criteria":[128],"mentioned":[129],"above,":[130],"but":[131],"there":[132],"need":[135],"for":[136],"additional":[137],"adjustments":[138],"decrease":[140],"runtime.":[142]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
