{"id":"https://openalex.org/W4312399522","doi":"https://doi.org/10.1109/access.2022.3228918","title":"Multi-Agent Task Allocation Based on Discrete DEPSO in Epidemic Scenarios","display_name":"Multi-Agent Task Allocation Based on Discrete DEPSO in Epidemic Scenarios","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312399522","doi":"https://doi.org/10.1109/access.2022.3228918"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3228918","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3228918","pdf_url":null,"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://doi.org/10.1109/access.2022.3228918","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015886093","display_name":"Xinyao Ma","orcid":"https://orcid.org/0000-0002-1362-1821"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinyao Ma","raw_affiliation_strings":["School of Electronic Information, Taiyuan University of Science and Technology, Taiyuan, China","Shanxi key laboratory of advanced control and equipment intellegence, Shanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-1362-1821","affiliations":[{"raw_affiliation_string":"School of Electronic Information, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]},{"raw_affiliation_string":"Shanxi key laboratory of advanced control and equipment intellegence, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068871639","display_name":"Chun-Mei Zhang","orcid":"https://orcid.org/0000-0002-4682-0384"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunmei Zhang","raw_affiliation_strings":["School of Electronic Information, Taiyuan University of Science and Technology, Taiyuan, China","Shanxi key laboratory of advanced control and equipment intellegence, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]},{"raw_affiliation_string":"Shanxi key laboratory of advanced control and equipment intellegence, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015417157","display_name":"Fenglin Yao","orcid":"https://orcid.org/0000-0003-0305-1471"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fenglin Yao","raw_affiliation_strings":["School of Mechanical Engineering, Taiyuan University of Science and Technology, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064591799","display_name":"Zhanlong Li","orcid":"https://orcid.org/0000-0002-1648-7752"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanlong Li","raw_affiliation_strings":["School of Mechanical Engineering, Taiyuan University of Science and Technology, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015886093"],"corresponding_institution_ids":["https://openalex.org/I181877577","https://openalex.org/I46305995"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4166,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69405434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"10","issue":null,"first_page":"131181","last_page":"131191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9944999814033508,"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":0.9944999814033508,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11133","display_name":"UAV Applications and Optimization","score":0.925000011920929,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6702215671539307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6069303750991821},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5929393768310547},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5775055885314941},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.5601295232772827},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5572642087936401},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5454280376434326},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.48333117365837097},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.44014424085617065},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3355245292186737},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2683495283126831},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10929721593856812}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6702215671539307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6069303750991821},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5929393768310547},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5775055885314941},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.5601295232772827},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5572642087936401},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5454280376434326},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.48333117365837097},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.44014424085617065},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3355245292186737},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2683495283126831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10929721593856812},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3228918","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3228918","pdf_url":null,"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:c4014026c97b4f6690d7dff60d15a7cf","is_oa":false,"landing_page_url":"https://doaj.org/article/c4014026c97b4f6690d7dff60d15a7cf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 131181-131191 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3228918","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3228918","pdf_url":null,"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":[{"id":"https://metadata.un.org/sdg/3","score":0.8199999928474426,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G6910257880","display_name":null,"funder_award_id":"202203021211198","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"},{"id":"https://openalex.org/G7602264088","display_name":null,"funder_award_id":"61603266","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8471318336","display_name":null,"funder_award_id":"52272401","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322666","display_name":"Natural Science Foundation of Shanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1999445878","https://openalex.org/W2011465746","https://openalex.org/W2017816236","https://openalex.org/W2025896589","https://openalex.org/W2057392949","https://openalex.org/W2060404678","https://openalex.org/W2077215180","https://openalex.org/W2077606348","https://openalex.org/W2138823127","https://openalex.org/W2146192314","https://openalex.org/W2152195021","https://openalex.org/W2165299997","https://openalex.org/W2169016303","https://openalex.org/W2355572884","https://openalex.org/W2735858878","https://openalex.org/W2772343992","https://openalex.org/W2795242006","https://openalex.org/W2810048489","https://openalex.org/W2921212191","https://openalex.org/W2950964158","https://openalex.org/W2972970646","https://openalex.org/W3000206786","https://openalex.org/W3012780255","https://openalex.org/W3015712234","https://openalex.org/W3045367563","https://openalex.org/W3083328146","https://openalex.org/W3099085298","https://openalex.org/W3186068139","https://openalex.org/W6633051926","https://openalex.org/W6636690859"],"related_works":["https://openalex.org/W2347477706","https://openalex.org/W1943663474","https://openalex.org/W4299389082","https://openalex.org/W2306830238","https://openalex.org/W2110294633","https://openalex.org/W1829715381","https://openalex.org/W2962747841","https://openalex.org/W2630967916","https://openalex.org/W2133833450","https://openalex.org/W2014162767"],"abstract_inverted_index":{"Multi-Agent":[0],"Task":[1],"Allocation":[2],"is":[3,78,129],"an":[4,257],"emerging":[5],"technology":[6],"that":[7,25,77,234],"changes":[8],"the":[9,12,20,32,61,81,98,110,114,123,126,132,153,159,165,170,173,177,184,235,251,277],"world":[10],"in":[11,60,109,152,224,276],"epidemic":[13,62],"scenario":[14],"through":[15],"its":[16],"power":[17],"to":[18,37,144,149,264],"serve":[19],"needs":[21],"of":[22,42,117,158,169,186,226,274,279],"any":[23],"hospital":[24],"requires":[26],"unmanned":[27,43],"operation.":[28],"In":[29],"this":[30,95],"environment,":[31],"end":[33],"user":[34],"may":[35],"want":[36],"have":[38,136],"a":[39,53,72,118,139,194,271],"better":[40,242],"quality":[41],"service":[44],"at":[45],"low":[46],"loss":[47],"and":[48,64,86,148,175,219,229],"high":[49],"efficiency.":[50],"We":[51],"defined":[52],"new":[54],"multi-agent":[55],"task":[56],"allocation":[57],"problem":[58],"(MATAP)":[59],"scenario,":[63],"then":[65],"MATAP":[66],"was":[67,102,142,161],"formulated.":[68],"This":[69],"paper":[70],"presents":[71],"novel":[73],"hybrid":[74],"discrete":[75,166,209,211,214,217,221],"approach":[76],"based":[79],"on":[80],"Differential":[82],"Evolution":[83],"Algorithm":[84],"(DE)":[85],"Partial":[87],"Swarm":[88],"Optimization":[89],"(PSO),":[90],"namely":[91],"D-DEPSO,":[92],"for":[93,180,192],"handling":[94],"problem.":[96],"First,":[97],"initial":[99],"personal":[100],"population":[101,160],"handled":[103],"by":[104,163,239,246,260],"\"mutation":[105,111],"operation\".":[106,155],"Modulus":[107],"operations":[108],"operation\"":[112],"modify":[113],"numerical":[115],"overflow":[116],"variable.":[119],"Second,":[120],"when":[121],"updating":[122],"speed":[124,127],"matrix,":[125],"matrix":[128],"discretized":[130],"using":[131,183],"\"round\"":[133],"function":[134],"we":[135],"defined.":[137],"Then,":[138],"random":[140],"permutation":[141],"used":[143,191],"delete":[145],"repeated":[146],"numbers":[147],"reinsert":[150],"integers":[151],"\"crossover":[154],"The":[156,231],"diversity":[157],"expanded":[162],"introducing":[164],"mutation":[167],"operation":[168],"DE":[171],"into":[172],"PSO":[174],"preserving":[176],"optimal":[178,236,258,261],"solution":[179,259],"each":[181],"generation":[182],"properties":[185],"PSO.":[187],"It":[188,268],"can":[189,255,269],"be":[190],"optimizing":[193],"single":[195],"objective":[196],"function.":[197],"Experimental":[198],"results":[199],"are":[200,241],"compared":[201],"with":[202],"other":[203,247],"existing":[204],"metaheuristic":[205],"algorithms,":[206],"such":[207],"as":[208],"DE,":[210,215],"PSO,":[212,218],"improved":[213,216,220],"genetic":[222],"algorithm,":[223],"terms":[225],"running":[227],"time":[228],"loss.":[230],"experiments":[232],"show":[233],"solutions":[237],"obtained":[238,245],"D-DEPSO":[240,254],"than":[243],"those":[244],"five":[248],"algorithms.":[249],"For":[250],"actual":[252],"problem,":[253],"generate":[256],"parameter":[262],"setting":[263],"allocate":[265],"tasks":[266,275],"rationally.":[267],"achieve":[270],"rational":[272],"distribution":[273],"prevention":[278],"disease.":[280]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
