{"id":"https://openalex.org/W2498659857","doi":"https://doi.org/10.1109/tcyb.2016.2585745","title":"Problem Specific MOEA/D for Barrier Coverage with Wireless Sensors","display_name":"Problem Specific MOEA/D for Barrier Coverage with Wireless Sensors","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2498659857","doi":"https://doi.org/10.1109/tcyb.2016.2585745","mag":"2498659857","pmid":"https://pubmed.ncbi.nlm.nih.gov/27448380"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2016.2585745","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2016.2585745","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/A5100696673","display_name":"Xiao Zhang","orcid":"https://orcid.org/0000-0002-8020-6142"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Xiao Zhang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048421704","display_name":"Yu Zhou","orcid":"https://orcid.org/0000-0002-3224-0063"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yu Zhou","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000546219","display_name":"Qingfu Zhang","orcid":"https://orcid.org/0000-0003-0786-0671"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]},{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["GB","HK"],"is_corresponding":false,"raw_author_name":"Qingfu Zhang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong","School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069245903","display_name":"Victor C. S. Lee","orcid":"https://orcid.org/0000-0003-2596-1257"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Victor C. S. Lee","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085884127","display_name":"Minming Li","orcid":"https://orcid.org/0000-0002-7370-6237"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Minming Li","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100696673"],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":null,"apc_paid":null,"fwci":3.8332,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.93834309,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"47","issue":"11","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9995999932289124,"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":0.9995999932289124,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9896000027656555,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.6560291051864624},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5408220291137695},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.5310041904449463},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5164273381233215},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5042954683303833},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4769127070903778},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.47381699085235596},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4356672763824463},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.43084412813186646},{"id":"https://openalex.org/keywords/wireless-power-transfer","display_name":"Wireless power transfer","score":0.4267006516456604},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3478853702545166},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20406001806259155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16599923372268677},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12617245316505432},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1256716549396515},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1140817403793335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6560291051864624},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5408220291137695},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.5310041904449463},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5164273381233215},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5042954683303833},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4769127070903778},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.47381699085235596},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4356672763824463},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.43084412813186646},{"id":"https://openalex.org/C2779423816","wikidata":"https://www.wikidata.org/wiki/Q6856398","display_name":"Wireless power transfer","level":3,"score":0.4267006516456604},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3478853702545166},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20406001806259155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16599923372268677},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12617245316505432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1256716549396515},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1140817403793335},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2016.2585745","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2016.2585745","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:27448380","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27448380","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/G491147122","display_name":null,"funder_award_id":"61473241","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W120178208","https://openalex.org/W160945336","https://openalex.org/W756598981","https://openalex.org/W1001194883","https://openalex.org/W1529754941","https://openalex.org/W1553331232","https://openalex.org/W1553373771","https://openalex.org/W1585939719","https://openalex.org/W1588375755","https://openalex.org/W1755547434","https://openalex.org/W1993466407","https://openalex.org/W2007647264","https://openalex.org/W2008499862","https://openalex.org/W2010900291","https://openalex.org/W2016014758","https://openalex.org/W2017299308","https://openalex.org/W2027009057","https://openalex.org/W2045870157","https://openalex.org/W2046725771","https://openalex.org/W2057014343","https://openalex.org/W2062061003","https://openalex.org/W2078927150","https://openalex.org/W2085869661","https://openalex.org/W2086056251","https://openalex.org/W2087370833","https://openalex.org/W2088863909","https://openalex.org/W2092014272","https://openalex.org/W2093091126","https://openalex.org/W2102625537","https://openalex.org/W2106334424","https://openalex.org/W2106983168","https://openalex.org/W2119321879","https://openalex.org/W2124230236","https://openalex.org/W2126105956","https://openalex.org/W2130433927","https://openalex.org/W2135291684","https://openalex.org/W2137111949","https://openalex.org/W2137467968","https://openalex.org/W2143381319","https://openalex.org/W2150046657","https://openalex.org/W2152179543","https://openalex.org/W2152246564","https://openalex.org/W2152594738","https://openalex.org/W2166843422","https://openalex.org/W2617370582","https://openalex.org/W4292864963","https://openalex.org/W6625936603","https://openalex.org/W6635097213","https://openalex.org/W6635433731"],"related_works":["https://openalex.org/W2751605210","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3151104768","https://openalex.org/W2419109832","https://openalex.org/W2068949283","https://openalex.org/W2891428731","https://openalex.org/W1967262321","https://openalex.org/W2022485595"],"abstract_inverted_index":{"Barrier":[0],"coverage":[1,90],"with":[2,29,187,220],"wireless":[3,17],"sensors":[4,18,28,64],"aims":[5],"at":[6,22],"detecting":[7],"intruders":[8],"who":[9],"attempt":[10],"to":[11,37,41,49,65,78,83,136],"cross":[12],"a":[13,34,39,98,107,127,133,172],"specific":[14,121],"area,":[15],"where":[16],"are":[19],"distributed":[20],"remotely":[21],"random.":[23],"This":[24],"paper":[25],"considers":[26],"limited-power":[27],"adjustable":[30],"ranges":[31],"deployed":[32],"along":[33],"linear":[35],"domain":[36],"form":[38],"barrier":[40,89],"detect":[42],"intruding":[43],"incidents.":[44],"We":[45,81,181],"introduce":[46,132],"three":[47,103],"objectives":[48],"minimize:":[50],"1)":[51],"total":[52],"power":[53],"consumption":[54],"while":[55],"satisfying":[56],"full":[57],"coverage;":[58],"2)":[59],"the":[60,67,71,84,87,94,102,163,168,204,209],"number":[61],"of":[62,96,174],"active":[63,72],"improve":[66],"reliability;":[68],"and":[69,131,139,170,202],"3)":[70],"sensor":[73],"nodes'":[74],"maximum":[75],"sensing":[76],"range":[77],"maintain":[79],"fairness.":[80],"refer":[82],"problem":[85,120,164],"as":[86],"tradeoff":[88,100],"(TBC)":[91],"problem.":[92],"With":[93],"aim":[95],"obtaining":[97],"better":[99],"among":[101],"objectives,":[104],"we":[105,125,144,166],"present":[106],"multiobjective":[108,113],"optimization":[109],"framework":[110],"based":[111],"on":[112],"evolutionary":[114],"algorithm":[115,135],"(MOEA)/D,":[116],"which":[117,151,211],"is":[118,200,216],"called":[119],"MOEA/D":[122],"(PS-MOEA/D).":[123],"Specifically,":[124],"define":[126],"2-tuple":[128],"encoding":[129],"scheme":[130],"cover-shrink":[134],"produce":[137],"feasible":[138],"relatively":[140],"optimal":[141],"solutions.":[142],"Subsequently,":[143],"incorporate":[145,171],"problem-specific":[146],"knowledge":[147],"into":[148,178],"local":[149],"search,":[150],"allows":[152],"search":[153],"procedures":[154],"for":[155],"neighboring":[156],"subproblems":[157],"collaborate":[158],"each":[159],"other.":[160],"By":[161],"considering":[162],"characteristics,":[165],"analyze":[167],"complexity":[169],"strategy":[173],"computational":[175],"resource":[176],"allocation":[177],"our":[179,183,214],"algorithm.":[180],"validate":[182],"approach":[184,215],"by":[185],"comparing":[186],"four":[188,205],"competitors":[189,206],"through":[190],"several":[191],"most-used":[192],"metrics.":[193],"The":[194],"experimental":[195],"results":[196],"demonstrate":[197],"that":[198,213],"PS-MOEA/D":[199],"effective":[201],"outperforms":[203],"in":[207,218],"all":[208],"cases,":[210],"indicates":[212],"promising":[217],"dealing":[219],"TBC.":[221]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}