{"id":"https://openalex.org/W3093928396","doi":"https://doi.org/10.1109/access.2020.3031003","title":"Multi-Cluster Jumping Particle Swarm Optimization for Fast Convergence","display_name":"Multi-Cluster Jumping Particle Swarm Optimization for Fast Convergence","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3093928396","doi":"https://doi.org/10.1109/access.2020.3031003","mag":"3093928396"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3031003","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3031003","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09223747.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09223747.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053314319","display_name":"Atiq Ur Rehman","orcid":"https://orcid.org/0000-0003-0248-7919"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Atiq Ur Rehman","raw_affiliation_strings":["ICT Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0003-0248-7919","affiliations":[{"raw_affiliation_string":"ICT Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027517223","display_name":"Ashhadul Islam","orcid":"https://orcid.org/0000-0002-9717-3252"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Ashhadul Islam","raw_affiliation_strings":["ICT Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-9717-3252","affiliations":[{"raw_affiliation_string":"ICT Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053691175","display_name":"Samir Brahim Belhaouari","orcid":"https://orcid.org/0000-0003-2336-0490"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Samir Brahim Belhaouari","raw_affiliation_strings":["ICT Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0003-2336-0490","affiliations":[{"raw_affiliation_string":"ICT Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053314319"],"corresponding_institution_ids":["https://openalex.org/I4210144839"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1516,"currency":"EUR","value_usd":1635},"fwci":2.1759,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.90310381,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"189382","last_page":"189394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9986000061035156,"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":0.9986000061035156,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9460999965667725,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.7390499114990234},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6840488910675049},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6523475646972656},{"id":"https://openalex.org/keywords/jumping","display_name":"Jumping","score":0.6445249319076538},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6256943345069885},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5035549998283386},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2731788456439972},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18808037042617798},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07366499304771423}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7390499114990234},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6840488910675049},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6523475646972656},{"id":"https://openalex.org/C2779897013","wikidata":"https://www.wikidata.org/wiki/Q1151752","display_name":"Jumping","level":2,"score":0.6445249319076538},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6256943345069885},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5035549998283386},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2731788456439972},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18808037042617798},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07366499304771423},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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:10.1109/access.2020.3031003","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3031003","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09223747.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b6a8d30f304741f18364fb0c8730dfdb","is_oa":true,"landing_page_url":"https://doaj.org/article/b6a8d30f304741f18364fb0c8730dfdb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 189382-189394 (2020)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/24015963","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Multi-Cluster_Jumping_Particle_Swarm_Optimization_for_Fast_Convergence/24015963","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3031003","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3031003","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09223747.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.5400000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334468","display_name":"Qatar National Library","ror":"https://ror.org/02jv93662"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3093928396.pdf","grobid_xml":"https://content.openalex.org/works/W3093928396.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W1179686678","https://openalex.org/W1525325904","https://openalex.org/W1555689267","https://openalex.org/W1987184743","https://openalex.org/W1995972800","https://openalex.org/W1998391576","https://openalex.org/W2023058330","https://openalex.org/W2030347721","https://openalex.org/W2042253843","https://openalex.org/W2055467183","https://openalex.org/W2081659494","https://openalex.org/W2082533779","https://openalex.org/W2108388069","https://openalex.org/W2109472859","https://openalex.org/W2121429049","https://openalex.org/W2123066915","https://openalex.org/W2123704647","https://openalex.org/W2131613989","https://openalex.org/W2138278080","https://openalex.org/W2139339670","https://openalex.org/W2144293671","https://openalex.org/W2145418868","https://openalex.org/W2155005783","https://openalex.org/W2156566884","https://openalex.org/W2162012556","https://openalex.org/W2165299997","https://openalex.org/W2187150571","https://openalex.org/W2187537484","https://openalex.org/W2344235023","https://openalex.org/W2416573145","https://openalex.org/W2478280168","https://openalex.org/W2489159973","https://openalex.org/W2551000267","https://openalex.org/W2767913699","https://openalex.org/W2792378075","https://openalex.org/W2803970949","https://openalex.org/W2826389914","https://openalex.org/W2884377042","https://openalex.org/W2887471996","https://openalex.org/W2895851783","https://openalex.org/W2897177582","https://openalex.org/W2901045276","https://openalex.org/W2902495822","https://openalex.org/W2903472415","https://openalex.org/W2905147046","https://openalex.org/W2908286818","https://openalex.org/W2914717758","https://openalex.org/W2938111495","https://openalex.org/W2938532773","https://openalex.org/W2945713203","https://openalex.org/W2962814375","https://openalex.org/W2968534587","https://openalex.org/W2969765711","https://openalex.org/W2971217618","https://openalex.org/W2973261831","https://openalex.org/W2977620944","https://openalex.org/W2979457031","https://openalex.org/W2980775892","https://openalex.org/W2995439684","https://openalex.org/W2997207075","https://openalex.org/W3003558046","https://openalex.org/W3013056622","https://openalex.org/W3033048642","https://openalex.org/W3035343389","https://openalex.org/W6676230053","https://openalex.org/W6681773766","https://openalex.org/W6683195961","https://openalex.org/W6756883082","https://openalex.org/W6756958114"],"related_works":["https://openalex.org/W648845647","https://openalex.org/W2381882558","https://openalex.org/W4388849567","https://openalex.org/W2486266915","https://openalex.org/W964501512","https://openalex.org/W2102267190","https://openalex.org/W1995093229","https://openalex.org/W2363955986","https://openalex.org/W2318030984","https://openalex.org/W2436652189"],"abstract_inverted_index":{"Particle":[0],"Swarm":[1],"Optimization":[2],"(PSO)":[3],"is":[4,130,142,159,183,200,221,231,249],"a":[5,90,135,156,169,180,197,246],"metaheuristic":[6],"evolutionary":[7,217],"computation":[8,218],"technique":[9],"inspired":[10],"by":[11,46,144,185],"the":[12,35,38,47,55,62,71,98,101,104,114,121,131,138,153,178,187,192,209,213,240,252,256,260],"social":[13],"behavior":[14],"of":[15,25,37,43,57,65,73,93,166,174,177,194,215,255],"birds":[16],"and":[17,29,59,137,191,220,245],"fish":[18],"flock.":[19],"The":[20,205],"classical":[21,216],"PSO":[22,244],"has":[23,123,208],"limitations":[24,214],"slow":[26],"convergence":[27,63,79,253],"rate":[28],"trapping":[30,151],"in":[31,49,69,103,108,120,152,202,251],"local":[32,154],"minima,":[33],"as":[34],"dimensions":[36],"data":[39,85],"increase.":[40],"Moreover,":[41],"majority":[42],"improvements":[44],"made":[45],"researchers":[48],"optimization":[50,75],"techniques":[51],"have":[52,60],"focused":[53],"on":[54],"accuracy":[56],"solution":[58],"overlooked":[61],"speed":[64,254],"an":[66,74],"algorithm.":[67],"Keeping":[68],"view":[70],"need":[72],"algorithm":[76],"with":[77],"fast":[78],"speed,":[80],"suitable":[81,222],"for":[82,113,161,223],"high":[83,224],"dimensional":[84,225],"space,":[86],"this":[87],"article":[88],"proposes":[89],"novel":[91],"concept":[92],"Multi-Cluster":[94,242],"Jumping":[95,243],"PSO.":[96],"In":[97,147],"proposed":[99,206,241,257],"method,":[100],"particles":[102,163,167,195],"swarm":[105,122],"are":[106],"divided":[107],"different":[109],"clusters":[110,145],"to":[111,149,168,211,234],"search":[112,189,198],"global":[115,139],"optimum":[116],"solution.":[117],"Each":[118],"cluster":[119,126,136],"its":[124],"own":[125],"best":[127,132,140],"position":[128,133,141],"which":[129],"within":[134],"located":[143],"communication.":[146],"order":[148],"avoid":[150],"optima,":[155],"jumping":[157],"strategy":[158],"incorporated":[160],"stuck":[162],"through":[164],"relocation":[165],"random":[170,175],"new":[171],"position.":[172],"Instead":[173],"initialization":[176,182],"particles,":[179],"semi-random":[181],"opted":[184],"dividing":[186],"entire":[188],"space":[190,199],"distribution":[193],"over":[196,259],"done":[201],"independent":[203],"slots.":[204],"approach":[207],"ability":[210],"overcome":[212],"methods":[219],"dynamic":[226],"data.":[227],"An":[228],"extensive":[229],"experimentation":[230],"carried":[232],"out":[233],"optimize":[235],"twelve":[236],"benchmark":[237],"functions":[238],"using":[239],"significant":[247],"difference":[248],"observed":[250],"method":[258],"existing":[261],"state-of-the-art":[262],"approaches.":[263]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}