{"id":"https://openalex.org/W4308093939","doi":"https://doi.org/10.1109/icaase56196.2022.9931573","title":"Multi-Swarm-based Parallel Spider Monkey Optimization Algorithm","display_name":"Multi-Swarm-based Parallel Spider Monkey Optimization Algorithm","publication_year":2022,"publication_date":"2022-09-17","ids":{"openalex":"https://openalex.org/W4308093939","doi":"https://doi.org/10.1109/icaase56196.2022.9931573"},"language":"en","primary_location":{"id":"doi:10.1109/icaase56196.2022.9931573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaase56196.2022.9931573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Advanced Aspects of Software Engineering (ICAASE)","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/A5045281563","display_name":"Leyla Belaiche","orcid":"https://orcid.org/0000-0003-1128-0725"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Leyla Belaiche","raw_affiliation_strings":["Biskra University,LINFI Laboratory,Biskra,Algeria,07000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biskra University,LINFI Laboratory,Biskra,Algeria,07000","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052087453","display_name":"La\u00efd Kahloul","orcid":"https://orcid.org/0000-0002-9739-7715"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Laid Kahloul","raw_affiliation_strings":["Biskra University,LINFI Laboratory,Biskra,Algeria,07000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biskra University,LINFI Laboratory,Biskra,Algeria,07000","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016204756","display_name":"Manel Houimli","orcid":null},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Manel Houimli","raw_affiliation_strings":["Biskra University,LINFI Laboratory,Biskra,Algeria,07000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biskra University,LINFI Laboratory,Biskra,Algeria,07000","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058035438","display_name":"Said Bousnane","orcid":null},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Said Bousnane","raw_affiliation_strings":["Biskra University,Biskra,Algeria,07000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biskra University,Biskra,Algeria,07000","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001877199","display_name":"Saber Benharzallah","orcid":"https://orcid.org/0000-0002-3870-4383"},"institutions":[{"id":"https://openalex.org/I162489102","display_name":"University of Batna 1","ror":"https://ror.org/04hrbe508","country_code":"DZ","type":"education","lineage":["https://openalex.org/I162489102"]},{"id":"https://openalex.org/I4387153399","display_name":"University of Batna 2","ror":"https://ror.org/02yvp6477","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153399"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Saber Benharzallah","raw_affiliation_strings":["Batna 2 University,LAMIE Laboratory,Batna,Algeria,05000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Batna 2 University,LAMIE Laboratory,Batna,Algeria,05000","institution_ids":["https://openalex.org/I162489102","https://openalex.org/I4387153399"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5549,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72701636,"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":0.9980000257492065,"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":0.9980000257492065,"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":0.9444000124931335,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7148096561431885},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.7050608992576599},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.7025308012962341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6711910963058472},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5170691609382629},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45752227306365967},{"id":"https://openalex.org/keywords/parallel-metaheuristic","display_name":"Parallel metaheuristic","score":0.45534831285476685},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.4526122510433197},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.42575401067733765},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42225778102874756},{"id":"https://openalex.org/keywords/parallel-algorithm","display_name":"Parallel algorithm","score":0.4154149889945984},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.34474435448646545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2108934223651886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16015654802322388},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0591999888420105}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7148096561431885},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.7050608992576599},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.7025308012962341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6711910963058472},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5170691609382629},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45752227306365967},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.45534831285476685},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.4526122510433197},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.42575401067733765},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42225778102874756},{"id":"https://openalex.org/C120373497","wikidata":"https://www.wikidata.org/wiki/Q1087987","display_name":"Parallel algorithm","level":2,"score":0.4154149889945984},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.34474435448646545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2108934223651886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16015654802322388},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0591999888420105},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaase56196.2022.9931573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaase56196.2022.9931573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Advanced Aspects of Software Engineering (ICAASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1611875833","https://openalex.org/W4236055036","https://openalex.org/W4381955442","https://openalex.org/W2462483068","https://openalex.org/W1968397678","https://openalex.org/W4391505632","https://openalex.org/W2911636622","https://openalex.org/W2778515884","https://openalex.org/W2161494499","https://openalex.org/W68587524"],"abstract_inverted_index":{"Particle":[0],"swarm":[1,53],"optimization":[2,36,69],"(PSO)":[3],"algorithms":[4],"face":[5],"performance":[6,94],"challenges,":[7],"which":[8,56],"lean":[9],"on":[10,47,80,101],"improving":[11],"solutions":[12],"quality,":[13],"speed-up,":[14],"dealing":[15,75],"with":[16,76,134],"large-scale":[17,77,136],"problems,":[18],"and":[19,106,109,127,130],"exploitation":[20],"of":[21,50,95,124],"computational":[22],"resources.":[23],"Parallelism":[24],"represents":[25],"a":[26,40,64,88,135,141],"suitable":[27],"paradigm":[28],"for":[29,74],"overcoming":[30],"the":[31,48,52,81,96],"PSO":[32,42],"challenges.":[33],"Spider":[34],"monkey":[35,68],"(SMO)":[37],"algorithm":[38],"is":[39,45,72,85,99],"recent":[41],"algorithm.":[43],"SMO":[44,121],"based":[46,79],"principle":[49],"dividing":[51],"into":[54],"subgroups,":[55],"may":[57],"decrease":[58],"its":[59],"speedup.":[60],"In":[61],"this":[62],"paper,":[63],"multi-swarm-based":[65],"parallel":[66,91],"spider":[67],"(PSMO-":[70],"MS)":[71],"proposed":[73,97],"problems":[78,104],"multi-swarm":[82],"mechanism.":[83],"PSMO-MS":[84,98,119],"implemented":[86],"using":[87],"synchronous":[89],"master/slave":[90],"model.":[92],"The":[93,115],"tested":[100],"two":[102],"2-dimensional":[103],"(Dekkers":[105],"Aarts":[107],"problem":[108],"Camel":[110],"Back-6":[111],"Six":[112],"Hump":[113],"problem).":[114],"results":[116],"show":[117],"that":[118],"outperforms":[120],"in":[122],"terms":[123],"execution":[125],"time":[126],"produces":[128],"comparable":[129],"better":[131],"solution":[132],"quality":[133],"problem,":[137],"as":[138,140],"well":[139],"high":[142],"solutions\u2019":[143],"density.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
