{"id":"https://openalex.org/W3208926907","doi":"https://doi.org/10.1109/tcyb.2021.3087363","title":"An Adaptive Memetic Algorithm for the Joint Allocation of Heterogeneous Stochastic Resources","display_name":"An Adaptive Memetic Algorithm for the Joint Allocation of Heterogeneous Stochastic Resources","publication_year":2021,"publication_date":"2021-06-29","ids":{"openalex":"https://openalex.org/W3208926907","doi":"https://doi.org/10.1109/tcyb.2021.3087363","mag":"3208926907","pmid":"https://pubmed.ncbi.nlm.nih.gov/34185656"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2021.3087363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3087363","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100692711","display_name":"Yipeng Wang","orcid":"https://orcid.org/0000-0003-2092-8888"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yipeng Wang","raw_affiliation_strings":["School of Automation, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020307082","display_name":"Bin Xin","orcid":"https://orcid.org/0000-0001-9989-0418"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Xin","raw_affiliation_strings":["School of Automation and the Beijing Advanced Innovation Center for Intelligent Robots and Systems, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and the Beijing Advanced Innovation Center for Intelligent Robots and Systems, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100333005","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0003-2449-9793"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Chen","raw_affiliation_strings":["School of Automation and the Beijing Advanced Innovation Center for Intelligent Robots and Systems, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and the Beijing Advanced Innovation Center for Intelligent Robots and Systems, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100692711"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":16.4194,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.98471015,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"52","issue":"11","first_page":"11526","last_page":"11538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9962000250816345,"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/T11031","display_name":"Game Theory and Applications","score":0.946399986743927,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.7058382630348206},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7049325704574585},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.685928463935852},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6633056998252869},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5526115894317627},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5075794458389282},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.46329009532928467},{"id":"https://openalex.org/keywords/wilcoxon-signed-rank-test","display_name":"Wilcoxon signed-rank test","score":0.43130627274513245},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.42945531010627747},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.42648395895957947},{"id":"https://openalex.org/keywords/adaptive-strategies","display_name":"Adaptive strategies","score":0.41985979676246643},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2751730680465698},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2157459557056427}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.7058382630348206},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7049325704574585},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.685928463935852},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6633056998252869},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5526115894317627},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5075794458389282},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.46329009532928467},{"id":"https://openalex.org/C206041023","wikidata":"https://www.wikidata.org/wiki/Q1751970","display_name":"Wilcoxon signed-rank test","level":3,"score":0.43130627274513245},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.42945531010627747},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.42648395895957947},{"id":"https://openalex.org/C167393769","wikidata":"https://www.wikidata.org/wiki/Q4680768","display_name":"Adaptive strategies","level":2,"score":0.41985979676246643},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2751730680465698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2157459557056427},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C12868164","wikidata":"https://www.wikidata.org/wiki/Q1424533","display_name":"Mann\u2013Whitney U test","level":2,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2021.3087363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3087363","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:34185656","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34185656","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G255188969","display_name":null,"funder_award_id":"2019-XZ-7","funder_id":"https://openalex.org/F4320330193","funder_display_name":"Chinese Academy of Engineering"},{"id":"https://openalex.org/G2575069074","display_name":null,"funder_award_id":"62088101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5711791114","display_name":null,"funder_award_id":"2018YFB1308000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6968088389","display_name":null,"funder_award_id":"61720106011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320318558","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320330193","display_name":"Chinese Academy of Engineering","ror":"https://ror.org/00z3yke57"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335791","display_name":"Beijing Advanced Innovation Center for Intelligent Robots and Systems, Beijing Institute of Technology","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W18216792","https://openalex.org/W231348360","https://openalex.org/W1573333435","https://openalex.org/W1652174642","https://openalex.org/W1659842140","https://openalex.org/W1952441466","https://openalex.org/W1975967782","https://openalex.org/W1979809380","https://openalex.org/W1990474526","https://openalex.org/W1997150858","https://openalex.org/W2010900291","https://openalex.org/W2017527564","https://openalex.org/W2046059532","https://openalex.org/W2063863830","https://openalex.org/W2067508429","https://openalex.org/W2067564749","https://openalex.org/W2085929469","https://openalex.org/W2088303535","https://openalex.org/W2090796771","https://openalex.org/W2094658917","https://openalex.org/W2101097701","https://openalex.org/W2106321966","https://openalex.org/W2130048658","https://openalex.org/W2134112985","https://openalex.org/W2148606018","https://openalex.org/W2162921349","https://openalex.org/W2163858042","https://openalex.org/W2165115362","https://openalex.org/W2170186790","https://openalex.org/W2170704967","https://openalex.org/W2303402080","https://openalex.org/W2376557535","https://openalex.org/W2464729206","https://openalex.org/W2525537382","https://openalex.org/W2581156000","https://openalex.org/W2597057454","https://openalex.org/W2726760315","https://openalex.org/W2748886520","https://openalex.org/W2750835201","https://openalex.org/W2756836297","https://openalex.org/W2777306586","https://openalex.org/W2781406876","https://openalex.org/W2783738786","https://openalex.org/W2791662613","https://openalex.org/W2797873665","https://openalex.org/W2899192399","https://openalex.org/W2963130633","https://openalex.org/W2964055038","https://openalex.org/W2968608096","https://openalex.org/W2981851620","https://openalex.org/W2993740710","https://openalex.org/W2999664466","https://openalex.org/W3004737406","https://openalex.org/W3038743869","https://openalex.org/W3083251954","https://openalex.org/W3096360320","https://openalex.org/W3120850404","https://openalex.org/W3134776119","https://openalex.org/W6600754543","https://openalex.org/W6604038483","https://openalex.org/W6609096244","https://openalex.org/W6684548182"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W2129486222","https://openalex.org/W3144175025","https://openalex.org/W2042716007","https://openalex.org/W1778024729","https://openalex.org/W1980841486","https://openalex.org/W2043816158","https://openalex.org/W2083844986"],"abstract_inverted_index":{"This":[0],"article":[1],"investigates":[2],"the":[3,33,56,75,82,111,115,126,129,138,152,157,169,172,176],"joint":[4,23],"allocation":[5,24],"problem":[6],"of":[7,25,44,66,128,134,171],"stochastic":[8,28],"resources":[9,29],"(JASRs),":[10],"which":[11],"is":[12,30,51,60,107,160],"widely":[13],"found":[14],"in":[15,74],"complex":[16],"systems.":[17],"A":[18],"general":[19],"mathematical":[20],"model":[21],"for":[22,53,168],"multiple":[26],"heterogeneous":[27],"built,":[31],"capturing":[32],"interdependencies":[34],"between":[35],"resources,":[36],"quantity":[37],"constraints,":[38,40],"capability":[39],"and":[41,55,77,86,95,137,156],"strategy":[42,99,106],"constraints":[43],"resources.":[45,68],"An":[46],"adaptive":[47,97,154],"memetic":[48],"algorithm":[49],"(MA)":[50],"proposed":[52,130,153,158],"JASR,":[54],"multipermutation":[57],"encoding":[58],"method":[59,94],"developed":[61,108],"to":[62,109,113,124,162],"denote":[63],"assignment":[64],"schemes":[65,167],"different":[67],"Multiple":[69],"permutation-based":[70],"operators":[71],"are":[72,100,122],"employed":[73],"mutation":[76],"local":[78],"search":[79],"process":[80],"under":[81],"genetic":[83,116],"evolution":[84],"framework":[85],"learning":[87],"framework,":[88],"respectively.":[89],"Besides,":[90],"a":[91,104],"hybrid":[92],"initialization":[93],"an":[96],"replacement":[98],"put":[101],"forward.":[102],"Moreover,":[103],"restart":[105],"rebuild":[110],"population":[112],"maintain":[114],"diversity.":[117],"Twenty-five":[118],"random":[119],"test":[120,141,173],"instances":[121,146,174],"produced":[123],"validate":[125],"effectiveness":[127],"MA.":[131],"The":[132],"results":[133],"computational":[135],"experiments":[136],"Wilcoxon":[139],"rank-sum":[140],"demonstrate":[142],"that":[143],"these":[144],"JASR":[145],"can":[147],"be":[148],"well":[149],"handled":[150],"by":[151],"MA,":[155],"MA":[159],"able":[161],"provide":[163],"remarkably":[164],"better":[165],"decision":[166],"majority":[170],"than":[175],"prevailing":[177],"solution":[178],"methods.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
