{"id":"https://openalex.org/W3024426046","doi":"https://doi.org/10.1007/s00500-020-04965-x","title":"An improved Jaya algorithm with a modified swap operator for solving team formation problem","display_name":"An improved Jaya algorithm with a modified swap operator for solving team formation problem","publication_year":2020,"publication_date":"2020-05-12","ids":{"openalex":"https://openalex.org/W3024426046","doi":"https://doi.org/10.1007/s00500-020-04965-x","mag":"3024426046"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-020-04965-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-020-04965-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-04965-x.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-04965-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027660999","display_name":"Walaa H. Elashmawi","orcid":"https://orcid.org/0000-0003-0142-0632"},"institutions":[{"id":"https://openalex.org/I47853400","display_name":"Misr International University","ror":"https://ror.org/030vg1t69","country_code":"EG","type":"education","lineage":["https://openalex.org/I47853400"]},{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Walaa H. El-Ashmawi","raw_affiliation_strings":["Department of Computer Science, Faculty of Computers & Informatics, Suez Canal University, Ismailia, Egypt","Faculty of Computer Science, Misr International University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Computers & Informatics, Suez Canal University, Ismailia, Egypt","institution_ids":["https://openalex.org/I114794399"]},{"raw_affiliation_string":"Faculty of Computer Science, Misr International University, Cairo, Egypt","institution_ids":["https://openalex.org/I47853400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000081746","display_name":"Ahmed F. Ali","orcid":"https://orcid.org/0000-0003-1479-7148"},"institutions":[{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed F. Ali","raw_affiliation_strings":["Department of Computer Science, Faculty of Computers & Informatics, Suez Canal University, Ismailia, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Computers & Informatics, Suez Canal University, Ismailia, Egypt","institution_ids":["https://openalex.org/I114794399"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024909557","display_name":"Adam S\u0142owik","orcid":"https://orcid.org/0000-0003-2542-9842"},"institutions":[{"id":"https://openalex.org/I269685040","display_name":"Koszalin University of Technology","ror":"https://ror.org/00x6dk626","country_code":"PL","type":"education","lineage":["https://openalex.org/I269685040"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Adam Slowik","raw_affiliation_strings":["Department of Electronics & Computer Science, Koszalin University of Technology, Koszalin, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Electronics & Computer Science, Koszalin University of Technology, Koszalin, Poland","institution_ids":["https://openalex.org/I269685040"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024909557"],"corresponding_institution_ids":["https://openalex.org/I269685040"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":2.9475,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.91839273,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"24","issue":"21","first_page":"16627","last_page":"16641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.9692999720573425,"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/T11489","display_name":"Air Traffic Management and Optimization","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/computer-science","display_name":"Computer science","score":0.7176880836486816},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6578484773635864},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6432167887687683},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.614181399345398},{"id":"https://openalex.org/keywords/swap","display_name":"Swap (finance)","score":0.596745491027832},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5087988972663879},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4712405800819397},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4644966125488281},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34965312480926514},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2208455204963684},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15942487120628357},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0781356692314148}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7176880836486816},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6578484773635864},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6432167887687683},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.614181399345398},{"id":"https://openalex.org/C99821215","wikidata":"https://www.wikidata.org/wiki/Q1136583","display_name":"Swap (finance)","level":2,"score":0.596745491027832},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5087988972663879},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4712405800819397},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4644966125488281},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34965312480926514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2208455204963684},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15942487120628357},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0781356692314148},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-020-04965-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-020-04965-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-04965-x.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00500-020-04965-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-020-04965-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-04965-x.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328407","display_name":"Politechnika Koszali\u0144ska","ror":"https://ror.org/00x6dk626"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3024426046.pdf","grobid_xml":"https://content.openalex.org/works/W3024426046.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1544329015","https://openalex.org/W1698059316","https://openalex.org/W1973520037","https://openalex.org/W2004617458","https://openalex.org/W2031399437","https://openalex.org/W2039568841","https://openalex.org/W2055928559","https://openalex.org/W2056436546","https://openalex.org/W2059092001","https://openalex.org/W2060133495","https://openalex.org/W2089627321","https://openalex.org/W2130421243","https://openalex.org/W2139257893","https://openalex.org/W2145604831","https://openalex.org/W2149523634","https://openalex.org/W2182570102","https://openalex.org/W2275123641","https://openalex.org/W2339349949","https://openalex.org/W2343097214","https://openalex.org/W2346700178","https://openalex.org/W2347459409","https://openalex.org/W2398203258","https://openalex.org/W2402670155","https://openalex.org/W2415222822","https://openalex.org/W2503823584","https://openalex.org/W2516325766","https://openalex.org/W2560197431","https://openalex.org/W2582810009","https://openalex.org/W2593863317","https://openalex.org/W2599683435","https://openalex.org/W2605260836","https://openalex.org/W2606242109","https://openalex.org/W2606382887","https://openalex.org/W2610223059","https://openalex.org/W2615518753","https://openalex.org/W2619231258","https://openalex.org/W2636030910","https://openalex.org/W2735685107","https://openalex.org/W2941828334","https://openalex.org/W2990684485","https://openalex.org/W4292794652"],"related_works":["https://openalex.org/W2371108399","https://openalex.org/W2525152177","https://openalex.org/W2979917306","https://openalex.org/W2369738212","https://openalex.org/W2383252209","https://openalex.org/W2152922390","https://openalex.org/W2381787154","https://openalex.org/W1617803207","https://openalex.org/W2014162767","https://openalex.org/W2367372043"],"abstract_inverted_index":{"Abstract":[0],"Forming":[1],"a":[2,12,56,63,77],"team":[3,39,43,166],"of":[4,11,88,125],"experts":[5,40],"that":[6,150],"can":[7],"match":[8],"the":[9,35,67,72,86,89,92,98,102,121,151,170],"requirements":[10],"collaborative":[13],"task":[14],"is":[15,49],"an":[16,28,51],"important":[17],"aspect,":[18],"especially":[19],"in":[20,66,157],"project":[21,116],"development.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26,75],"propose":[27],"improved":[29,52],"Jaya":[30,53,68,82,145],"optimization":[31,141],"algorithm":[32,48,54,69,83,104,127,142,153],"for":[33,168],"minimizing":[34],"communication":[36,163],"cost":[37],"among":[38,165],"to":[41,70,84,95,119],"solve":[42],"formation":[44],"problem.":[45],"The":[46],"proposed":[47,126,152],"called":[50],"with":[55,161],"modified":[57],"swap":[58,79],"operator":[59,80],"(IJMSO).":[60],"We":[61,100],"invoke":[62],"single-point":[64],"crossover":[65],"accelerate":[71],"search,":[73],"and":[74,91,117,123,143],"apply":[76],"new":[78],"within":[81],"verify":[85],"consistency":[87],"capabilities":[90],"required":[93],"skills":[94],"carry":[96],"out":[97],"task.":[99],"investigate":[101],"IJMSO":[103],"by":[105],"implementing":[106],"it":[107],"on":[108],"two":[109],"real-life":[110],"datasets":[111],"(i.e.,":[112],"digital":[113],"bibliographic":[114],"library":[115],"StackExchange)":[118],"evaluate":[120],"accuracy":[122],"efficiency":[124],"against":[128],"other":[129],"meta-heuristic":[130],"algorithms":[131],"such":[132],"as":[133],"genetic":[134],"algorithm,":[135],"particle":[136],"swarm":[137],"optimization,":[138],"African":[139],"buffalo":[140],"standard":[144],"algorithm.":[146],"Experimental":[147],"results":[148],"suggest":[149],"achieves":[154],"significant":[155],"improvement":[156],"finding":[158],"effective":[159],"teams":[160],"minimum":[162],"costs":[164],"members":[167],"achieving":[169],"goal.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}