{"id":"https://openalex.org/W2037409129","doi":"https://doi.org/10.1109/socpar.2014.7008022","title":"Distributed MOPSO with dynamic pareto front driven population analysis for TSP problem","display_name":"Distributed MOPSO with dynamic pareto front driven population analysis for TSP problem","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2037409129","doi":"https://doi.org/10.1109/socpar.2014.7008022","mag":"2037409129"},"language":"en","primary_location":{"id":"doi:10.1109/socpar.2014.7008022","doi":"https://doi.org/10.1109/socpar.2014.7008022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2014.7008022","pdf_url":null,"source":{"id":"https://openalex.org/S7407087228","display_name":"International Conference of Soft Computing and Pattern Recognition (SoCPaR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5019729541","display_name":"Raja Fdhila","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Raja Fdhila","raw_affiliation_strings":["REGIM: REsearch Group in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia","REGIM: REsearch Group in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), BP 1173, Sfax, 3038, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM: REsearch Group in Intelligent Machines, National School of Engineers (ENIS), Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM: REsearch Group in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), BP 1173, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111759903","display_name":"Walid Elloumi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Walid Elloumi","raw_affiliation_strings":["Universite de Sfax, Sfax, TN","REGIM: REsearch Group in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), BP 1173, Sfax, 3038, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite de Sfax, Sfax, TN","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM: REsearch Group in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), BP 1173, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027895815","display_name":"Tarek M. Hamdani","orcid":"https://orcid.org/0000-0002-8243-6056","observed_orcids":["https://orcid.org/0000-0002-8243-6056"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Tarek M. Hamdani","raw_affiliation_strings":["Universite de Sfax, Sfax, TN","REGIM: REsearch Group in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), BP 1173, Sfax, 3038, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite de Sfax, Sfax, TN","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM: REsearch Group in Intelligent Machines, University of Sfax, National School of Engineers (ENIS), BP 1173, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.6811,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.57456064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"294","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9262999892234802,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9262999892234802,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.06880000233650208,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/multi-objective-particle-swarm-optimization","display_name":"multi-objective particle swarm optimization","score":0.8870000243186951},{"id":"https://openalex.org/keywords/traveling-salesman-problem","display_name":"traveling salesman problem","score":0.9660000205039978},{"id":"https://openalex.org/keywords/pareto-front","display_name":"Pareto front","score":0.7329999804496765},{"id":"https://openalex.org/keywords/pareto-dominance","display_name":"Pareto dominance","score":0.734000027179718},{"id":"https://openalex.org/keywords/epsilon-dominance","display_name":"epsilon-dominance","score":0.8640000224113464},{"id":"https://openalex.org/keywords/population-analysis","display_name":"population analysis","score":0.5339999794960022},{"id":"https://openalex.org/keywords/distributed-optimization","display_name":"distributed optimization","score":0.44699999690055847},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.6150000095367432}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.7638638019561768},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7520779967308044},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7079939842224121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5939366221427917},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.58558189868927},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5232440829277039},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5051513314247131},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5010576248168945},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4797690808773041},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.46686625480651855},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41121432185173035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2719203233718872},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/socpar.2014.7008022","doi":"https://doi.org/10.1109/socpar.2014.7008022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2014.7008022","pdf_url":null,"source":{"id":"https://openalex.org/S7407087228","display_name":"International Conference of Soft Computing and Pattern Recognition (SoCPaR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323641","display_name":"Vedeck\u00e1 Grantov\u00e1 Agent\u00fara M\u0160VVa\u0160 SR a SAV","ror":"https://ror.org/044gwpv05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1508419498","https://openalex.org/W1514485858","https://openalex.org/W1531857721","https://openalex.org/W1573676079","https://openalex.org/W1587263632","https://openalex.org/W1601571371","https://openalex.org/W2012073193","https://openalex.org/W2016488330","https://openalex.org/W2017938154","https://openalex.org/W2048910294","https://openalex.org/W2052686295","https://openalex.org/W2080107972","https://openalex.org/W2091375218","https://openalex.org/W2121798404","https://openalex.org/W2121870145","https://openalex.org/W2130411910","https://openalex.org/W2147456655","https://openalex.org/W2152195021","https://openalex.org/W2167159964","https://openalex.org/W2171211995","https://openalex.org/W2496984442","https://openalex.org/W2570702848","https://openalex.org/W2920943913","https://openalex.org/W3023540311","https://openalex.org/W3147414854","https://openalex.org/W3149025087","https://openalex.org/W4256451422","https://openalex.org/W4292408555","https://openalex.org/W4300849084"],"related_works":["https://openalex.org/W2160904149","https://openalex.org/W759229525","https://openalex.org/W2926172144","https://openalex.org/W1803713235","https://openalex.org/W2386114944","https://openalex.org/W3040933399","https://openalex.org/W4214682618","https://openalex.org/W3175773280","https://openalex.org/W2974703685","https://openalex.org/W4392203473"],"abstract_inverted_index":{"This":[0],"paper":[1],"describe":[2],"the":[3,10,63,83,88,93,114,138,147,166],"use":[4,76],"of":[5,27,30,62,85,90,92,96,173],"Multi-Objective":[6],"concept":[7,84],"to":[8,75,113,120],"solve":[9],"Traveling":[11],"Salesman":[12],"Problem":[13],"(TSP).":[14],"The":[15,25,127],"traveling":[16],"salesman":[17],"problem":[18,31,129],"is":[19,32,41,69,111,130,153],"defined":[20],"as":[21,48,71,136],"an":[22,72,122],"NP-hard":[23],"problem.":[24],"resolution":[26],"this":[28,156],"kind":[29],"based":[33,42,46],"firstly":[34],"on":[35,43,82],"exact":[36],"methods":[37,47],"and":[38,53,145],"after":[39],"that":[40],"single":[44],"objective":[45],"Particle":[49,104],"Swarm":[50,105],"Optimization":[51,56,106],"(PSO)":[52],"Ant":[54],"Colony":[55],"(ACO).":[57],"Firstly,":[58],"a":[59,102,108,117,143,170],"short":[60],"description":[61],"Multi-objective":[64],"Particles":[65],"swarm":[66],"optimization":[67],"(MOPSO)":[68],"given":[70],"efficient":[73],"technique":[74],"for":[77],"many":[78],"real":[79],"problems.":[80],"Based":[81],"Pareto":[86],"dominance,":[87],"process":[89],"implementation":[91],"algorithm":[94,175],"consists":[95],"two":[97,133],"stages.":[98],"First,":[99],"when":[100],"executing":[101],"multi-objective":[103],"(MOPSO),":[107],"ranking":[109],"operator":[110],"applied":[112],"population":[115],"in":[116,155,165],"predefined":[118],"iteration":[119],"build":[121],"initial":[123],"archive":[124],"using":[125],"\u03b5-dominance":[126],"TSP":[128],"characterized":[131],"by":[132,142],"contradictory":[134],"objectives":[135],"minimize":[137,146],"total":[139,148],"distance":[140],"traveled":[141],"particle":[144],"time.":[149],"An":[150],"experimental":[151],"study":[152,160],"conducted":[154],"paper.":[157],"A":[158],"comparative":[159],"with":[161],"other":[162],"algorithms":[163],"existing":[164],"literature":[167],"has":[168],"shown":[169],"better":[171],"performance":[172],"our":[174],"(pMOPSO).":[176]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}