{"id":"https://openalex.org/W2096206883","doi":"https://doi.org/10.1109/cec.2003.1299746","title":"Swarm optimization with instinct-driven particles","display_name":"Swarm optimization with instinct-driven particles","publication_year":2004,"publication_date":"2004-07-09","ids":{"openalex":"https://openalex.org/W2096206883","doi":"https://doi.org/10.1109/cec.2003.1299746","mag":"2096206883"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2003.1299746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2003.1299746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2003 Congress on Evolutionary Computation, 2003. CEC '03.","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/A5079888480","display_name":"Ashraf M. Abdelbar","orcid":"https://orcid.org/0000-0002-7921-1892"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"A.M. Abdelbar","raw_affiliation_strings":["Department of Computer Science, American University, Cairo, Egypt","Dept. of Comput. Sci., American Univ. in Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, American University, Cairo, Egypt","institution_ids":["https://openalex.org/I80693520"]},{"raw_affiliation_string":"Dept. of Comput. Sci., American Univ. in Cairo, Egypt","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110711382","display_name":"S. Abdelshahid","orcid":null},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"S. Abdelshahid","raw_affiliation_strings":["Department of Computer Science, American University, Cairo, Egypt","Dept. of Comput. Sci., American Univ. in Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, American University, Cairo, Egypt","institution_ids":["https://openalex.org/I80693520"]},{"raw_affiliation_string":"Dept. of Comput. Sci., American Univ. in Cairo, Egypt","institution_ids":["https://openalex.org/I80693520"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2383,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.92295146,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"777","last_page":"782"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9977999925613403,"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":0.9965000152587891,"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":0.8412620425224304},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6410291790962219},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6187576651573181},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5545936822891235},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5218273997306824},{"id":"https://openalex.org/keywords/instinct","display_name":"Instinct","score":0.515900731086731},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.49466344714164734},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4438033401966095},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.44109785556793213},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43104082345962524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41195547580718994},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3827572464942932},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1238781213760376},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.09589320421218872},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0679749846458435}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8412620425224304},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6410291790962219},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6187576651573181},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5545936822891235},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5218273997306824},{"id":"https://openalex.org/C3232509","wikidata":"https://www.wikidata.org/wiki/Q18237","display_name":"Instinct","level":2,"score":0.515900731086731},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.49466344714164734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4438033401966095},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.44109785556793213},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43104082345962524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41195547580718994},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3827572464942932},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1238781213760376},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.09589320421218872},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0679749846458435},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2003.1299746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2003.1299746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2003 Congress on Evolutionary Computation, 2003. CEC '03.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1516430219","https://openalex.org/W1577668191","https://openalex.org/W1667614912","https://openalex.org/W1801849579","https://openalex.org/W1968661326","https://openalex.org/W2107941094","https://openalex.org/W2109364787","https://openalex.org/W2140481494","https://openalex.org/W2145113795","https://openalex.org/W2152195021","https://openalex.org/W2154929945","https://openalex.org/W2157601049","https://openalex.org/W2162012556","https://openalex.org/W2165299997","https://openalex.org/W2165372647","https://openalex.org/W6634715273","https://openalex.org/W6637229586","https://openalex.org/W6683477168","https://openalex.org/W6684615325"],"related_works":["https://openalex.org/W2357264280","https://openalex.org/W2349142772","https://openalex.org/W2400156683","https://openalex.org/W2906970874","https://openalex.org/W2079365928","https://openalex.org/W2351780972","https://openalex.org/W3112807754","https://openalex.org/W2070977815","https://openalex.org/W2241084252","https://openalex.org/W10394924"],"abstract_inverted_index":{"In":[0],"particle":[1,6,36],"swarm":[2],"optimization":[3],"(PSO),":[4],"each":[5,46,77],"stores":[7],"a":[8,53,70,129],"candidate":[9,15,82],"solution,":[10],"and":[11,27,84,114,149],"stochastically":[12],"modifies":[13],"its":[14],"over":[16,146],"time,":[17],"based":[18,28],"on":[19,29],"the":[20,30,35,61,73,80,88,116,126],"best":[21,31],"solution":[22,32,83],"found":[23,33],"by":[24,34,52],"neighboring":[25],"particles,":[26],"itself.":[37],"We":[38,96,119,138],"present":[39],"an":[40,121],"enhancement":[41],"of":[42,72,76,79,105,128],"PSO":[43,113,148],"in":[44,92,124],"which":[45,56,125],"particle's":[47,62,81],"behavior":[48],"is":[49,57,69,135],"also":[50],"influenced":[51],"third":[54],"component":[55,68],"meant":[58],"to":[59,87,100,111,115,153],"represent":[60],"innate":[63],"instinct-level":[64],"intelligence.":[65],"The":[66],"instinct":[67],"function":[71],"intrinsic":[74],"\"goodness\"":[75],"dimension":[78],"has":[85],"similarity":[86],"goodness":[89],"measure":[90],"used":[91],"ant":[93],"colony":[94],"methods.":[95],"apply":[97],"our":[98,109,141],"modified-PSO":[99,142],"several":[101],"100-variable":[102],"900-clause":[103],"instances":[104],"weighted":[106],"max-sat,":[107],"comparing":[108],"performance":[110,151],"standard":[112,147],"Walk-Sat":[117],"algorithms.":[118],"use":[120],"aging":[122],"scheme":[123],"weight":[127],"clause":[130],"increases":[131],"gradually":[132],"if":[133],"it":[134],"not":[136],"satisfied.":[137],"find":[139],"that":[140],"produces":[143],"significant":[144],"improvements":[145],"yields":[150],"comparable":[152],"Walk-Sat.":[154]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
