{"id":"https://openalex.org/W2884127505","doi":"https://doi.org/10.1145/3230905.3230964","title":"Self Inertia Weight Adaptation for the Particle Swarm Optimization","display_name":"Self Inertia Weight Adaptation for the Particle Swarm Optimization","publication_year":2018,"publication_date":"2018-05-02","ids":{"openalex":"https://openalex.org/W2884127505","doi":"https://doi.org/10.1145/3230905.3230964","mag":"2884127505"},"language":"en","primary_location":{"id":"doi:10.1145/3230905.3230964","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230905.3230964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications","raw_type":"proceedings-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/A5015924184","display_name":"Oussama Aoun","orcid":"https://orcid.org/0000-0002-3837-4345"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Oussama Aoun","raw_affiliation_strings":["Operations Research and Logistics Team, Mohammed V University, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Operations Research and Logistics Team, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020368196","display_name":"Abdellatif El Afia","orcid":"https://orcid.org/0000-0003-1921-4431"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdellatif El Afia","raw_affiliation_strings":["Operations Research and Logistics Team, Mohammed V University, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Operations Research and Logistics Team, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078909305","display_name":"Salvador Garc\u00eda","orcid":"https://orcid.org/0000-0003-4494-7565"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Salvador Garcia","raw_affiliation_strings":["University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015924184"],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":1.3031,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85225157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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":0.9947999715805054,"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":0.9873999953269958,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7701416015625},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7325937151908875},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6629865765571594},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.6322795152664185},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6167611479759216},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5692627429962158},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5446895360946655},{"id":"https://openalex.org/keywords/inertia","display_name":"Inertia","score":0.532914400100708},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47768574953079224},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45193493366241455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3522133231163025},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2478259801864624},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11836782097816467}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7701416015625},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7325937151908875},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6629865765571594},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.6322795152664185},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6167611479759216},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5692627429962158},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5446895360946655},{"id":"https://openalex.org/C110407247","wikidata":"https://www.wikidata.org/wiki/Q122508","display_name":"Inertia","level":2,"score":0.532914400100708},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47768574953079224},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45193493366241455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3522133231163025},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2478259801864624},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11836782097816467},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical 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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3230905.3230964","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230905.3230964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W6828804","https://openalex.org/W1577668191","https://openalex.org/W1994867044","https://openalex.org/W2011272021","https://openalex.org/W2065099276","https://openalex.org/W2070615940","https://openalex.org/W2096524645","https://openalex.org/W2108388069","https://openalex.org/W2123066915","https://openalex.org/W2131613989","https://openalex.org/W2135232426","https://openalex.org/W2143285680","https://openalex.org/W2145617041","https://openalex.org/W2152195021","https://openalex.org/W2156559452","https://openalex.org/W2165171393","https://openalex.org/W2165299997","https://openalex.org/W2168556168","https://openalex.org/W2323143314","https://openalex.org/W2329928678","https://openalex.org/W2526333226","https://openalex.org/W2541995177","https://openalex.org/W2586596286","https://openalex.org/W2607623130","https://openalex.org/W2609042334","https://openalex.org/W2609641453","https://openalex.org/W2703318841","https://openalex.org/W2741765283","https://openalex.org/W2754021078","https://openalex.org/W2754240132","https://openalex.org/W2766474726","https://openalex.org/W2778542821","https://openalex.org/W2787543575","https://openalex.org/W2802422558"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W1982679530","https://openalex.org/W3111286355","https://openalex.org/W4285212364","https://openalex.org/W2360100473","https://openalex.org/W2116074880","https://openalex.org/W2950423922","https://openalex.org/W2161494499"],"abstract_inverted_index":{"Particle":[0],"swarm":[1,55],"optimization":[2,36,87],"is":[3,26,124],"a":[4,14,72,94,127,162],"stochastic":[5],"population-based":[6],"metaheuristic":[7],"algorithm,":[8],"it":[9],"been":[10],"successful":[11],"in":[12,24,100,150,171],"solving":[13],"height":[15],"range":[16],"of":[17,68,131,146,155,164],"real-world":[18],"problems.":[19,88],"The":[20,38,122,158],"primary":[21],"challenge":[22],"present":[23,93],"PSO":[25,40,79,102,175],"to":[27,81,115],"balance":[28],"between":[29,111],"global":[30],"and":[31,85,117,142],"local":[32],"search":[33,45,148],"during":[34],"the":[35,43,54,57,65,77,101,105,139,143,147,151,156],"process.":[37],"classical":[39,78],"algorithm":[41],"applies":[42],"same":[44,58],"scheme":[46],"for":[47,71,98],"all":[48,53],"particles,":[49],"which":[50,135],"implies":[51],"that":[52,75],"uses":[56],"strategy.":[59],"This":[60],"monotonic":[61],"learning":[62,69,96,113,153],"design":[63,97],"produces":[64],"be":[66],"short":[67],"ability":[70],"single":[73],"particle":[74,109,140],"makes":[76],"unable":[80],"deal":[82],"with":[83,173],"diverse":[84],"complex":[86],"In":[89,104],"this":[90],"paper,":[91],"we":[92],"new":[95],"particles":[99],"algorithm.":[103],"proposed":[106],"approach,":[107],"each":[108,132],"balances":[110],"four":[112],"strategies":[114],"influence":[116],"adapt":[118],"its":[119],"inertia":[120],"weight.":[121],"self-adaptation":[123],"controlled":[125],"by":[126],"Hidden":[128],"Markov":[129],"Chain":[130],"particle's":[133],"states,":[134],"allows":[136],"incorporating":[137],"both":[138],"history":[141],"current":[144],"situation":[145],"process":[149],"individual":[152],"level":[154],"swarm.":[157],"experimental":[159],"study":[160],"on":[161],"set":[163],"several":[165],"benchmark":[166],"functions":[167],"shows":[168],"remarkable":[169],"performances":[170],"comparison":[172],"other":[174],"variances":[176],"from":[177],"literature.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}