{"id":"https://openalex.org/W2793077065","doi":"https://doi.org/10.1108/ijicc-02-2017-0016","title":"A multi-objective multicast routing optimization based on differential evolution in MANET","display_name":"A multi-objective multicast routing optimization based on differential evolution in MANET","publication_year":2018,"publication_date":"2018-01-29","ids":{"openalex":"https://openalex.org/W2793077065","doi":"https://doi.org/10.1108/ijicc-02-2017-0016","mag":"2793077065"},"language":"en","primary_location":{"id":"doi:10.1108/ijicc-02-2017-0016","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijicc-02-2017-0016","pdf_url":null,"source":{"id":"https://openalex.org/S124503262","display_name":"International Journal of Intelligent Computing and Cybernetics","issn_l":"1756-378X","issn":["1756-378X","1756-3798"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Computing and Cybernetics","raw_type":"journal-article"},"type":"article","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/A5062578677","display_name":"Wenhong Wei","orcid":"https://orcid.org/0000-0002-0881-459X"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhong Wei","raw_affiliation_strings":["School of Computer Science, Dongguan University of Technology, Dongguan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Dongguan University of Technology, Dongguan, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088716214","display_name":"Yong Qin","orcid":"https://orcid.org/0000-0002-6519-8316"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Qin","raw_affiliation_strings":["School of Computer Science, Dongguan University of Technology, Dongguan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Dongguan University of Technology, Dongguan, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101440145","display_name":"Zhaoquan Cai","orcid":"https://orcid.org/0000-0002-3273-1137"},"institutions":[{"id":"https://openalex.org/I93477617","display_name":"Huizhou University","ror":"https://ror.org/03q3s7962","country_code":"CN","type":"education","lineage":["https://openalex.org/I93477617"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoquan Cai","raw_affiliation_strings":["Department of Computer Science, Huizhou University, Huizhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Huizhou University, Huizhou, China","institution_ids":["https://openalex.org/I93477617"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9764,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87325348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"121","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9998999834060669,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9972000122070312,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.843927264213562},{"id":"https://openalex.org/keywords/multicast","display_name":"Multicast","score":0.817324161529541},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.7376827597618103},{"id":"https://openalex.org/keywords/xcast","display_name":"Xcast","score":0.6739379167556763},{"id":"https://openalex.org/keywords/source-specific-multicast","display_name":"Source-specific multicast","score":0.6402431726455688},{"id":"https://openalex.org/keywords/protocol-independent-multicast","display_name":"Protocol Independent Multicast","score":0.5834164023399353},{"id":"https://openalex.org/keywords/distance-vector-multicast-routing-protocol","display_name":"Distance Vector Multicast Routing Protocol","score":0.5822553634643555},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46672382950782776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.843927264213562},{"id":"https://openalex.org/C32295351","wikidata":"https://www.wikidata.org/wiki/Q899288","display_name":"Multicast","level":2,"score":0.817324161529541},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7376827597618103},{"id":"https://openalex.org/C192059732","wikidata":"https://www.wikidata.org/wiki/Q3823050","display_name":"Xcast","level":3,"score":0.6739379167556763},{"id":"https://openalex.org/C18787934","wikidata":"https://www.wikidata.org/wiki/Q7565105","display_name":"Source-specific multicast","level":3,"score":0.6402431726455688},{"id":"https://openalex.org/C44892269","wikidata":"https://www.wikidata.org/wiki/Q782752","display_name":"Protocol Independent Multicast","level":3,"score":0.5834164023399353},{"id":"https://openalex.org/C42272142","wikidata":"https://www.wikidata.org/wiki/Q1229379","display_name":"Distance Vector Multicast Routing Protocol","level":4,"score":0.5822553634643555},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46672382950782776}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ijicc-02-2017-0016","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijicc-02-2017-0016","pdf_url":null,"source":{"id":"https://openalex.org/S124503262","display_name":"International Journal of Intelligent Computing and Cybernetics","issn_l":"1756-378X","issn":["1756-378X","1756-3798"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Computing and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W140991280","https://openalex.org/W1595159159","https://openalex.org/W1903269325","https://openalex.org/W1967249029","https://openalex.org/W1968318601","https://openalex.org/W1973020130","https://openalex.org/W1990477735","https://openalex.org/W2002508385","https://openalex.org/W2005002950","https://openalex.org/W2018599250","https://openalex.org/W2021944089","https://openalex.org/W2024966564","https://openalex.org/W2048189708","https://openalex.org/W2050227660","https://openalex.org/W2055923829","https://openalex.org/W2062396676","https://openalex.org/W2065249167","https://openalex.org/W2071102596","https://openalex.org/W2076600444","https://openalex.org/W2083281224","https://openalex.org/W2083318253","https://openalex.org/W2098907614","https://openalex.org/W2118061059","https://openalex.org/W2121916287","https://openalex.org/W2127240180","https://openalex.org/W2140562165","https://openalex.org/W2147637302","https://openalex.org/W2164731650","https://openalex.org/W2200081247","https://openalex.org/W2236379696","https://openalex.org/W2272065637","https://openalex.org/W2317808322","https://openalex.org/W2345604657","https://openalex.org/W2400474785","https://openalex.org/W2407898405","https://openalex.org/W2409519614","https://openalex.org/W2461861577","https://openalex.org/W2477233211","https://openalex.org/W2941281702","https://openalex.org/W3004829494","https://openalex.org/W3029591682"],"related_works":["https://openalex.org/W2371847117","https://openalex.org/W80466176","https://openalex.org/W4321384965","https://openalex.org/W2080190883","https://openalex.org/W2036328685","https://openalex.org/W2135962664","https://openalex.org/W2347553438","https://openalex.org/W2608999883","https://openalex.org/W2131676052","https://openalex.org/W2161099791"],"abstract_inverted_index":{"Purpose":[0],"The":[1,262],"purpose":[2],"of":[3,45,104,109,157,250,272,320],"this":[4,301],"paper":[5,302],"is":[6,30,83,99,182,270,277,318],"to":[7,17,114,128,131,138,230,236,309],"propose":[8],"a":[9,31,176,183,297,304],"multi-objective":[10,72,159,184,305],"differential":[11,306],"evolution":[12,307],"algorithm":[13,308,317],"named":[14],"as":[15,71,154,175,200,296],"MOMR-DE":[16],"resolve":[18,310],"multicast":[19,28,50,75,136,162,172,234,281,293,311,328],"routing":[20,29,51,76,137,163,173,282,294,312],"problem.":[21,164,186,299],"In":[22,187,221,286],"mobile":[23,79],"ad":[24],"hoc":[25],"network":[26,87,149,191,238],"(MANET),":[27],"non-deterministic":[32],"polynomial":[33],"-complete":[34],"problem":[35,52,174,295],"that":[36,266],"deals":[37],"with":[38,256],"the":[39,49,62,86,95,105,107,121,148,158,161,171,188,190,225,232,292,315],"various":[40],"objectives":[41],"and":[42,59,66,85,143,196,215,227,240,245,254,276,314,324],"constraints.":[43],"Quality":[44],"service":[46],"(QoS)":[47],"in":[48,101,135,160,283],"mainly":[53],"depends":[54,89],"on":[55,90],"cost,":[56,63,193,243],"delay,":[57,64,194,211],"jitter":[58,65,195,214],"bandwidth.":[60],"So":[61],"bandwidth":[67,197,218],"are":[68,117,198,208,219,252],"always":[69],"considered":[70,153,199],"for":[73,259,280,327],"designing":[74],"protocols.":[77],"However,":[78,300],"node":[80,91],"battery":[81,92,96,125],"energy":[82,126],"finite":[84],"lifetime":[88,150,239],"energy.":[93],"If":[94],"power":[97],"consumption":[98],"high":[100],"any":[102,145],"one":[103,155],"nodes,":[106],"chances":[108],"network\u2019s":[110],"life":[111],"reduction":[112],"due":[113],"path":[115],"breaks":[116],"also":[118],"more.":[119],"On":[120],"other":[122,257],"hand,":[123],"node\u2019s":[124],"had":[127],"be":[129,152],"consumed":[130],"guarantee":[132],"high-level":[133],"QoS":[134,205],"transmit":[139],"correct":[140],"data":[141],"anywhere":[142],"at":[144],"time.":[146],"Hence,":[147],"should":[151],"objective":[156],"Design/methodology/approach":[165],"Recently,":[166],"many":[167],"metaheuristic":[168,289],"algorithms":[169,258,290],"formulate":[170,291],"single-objective":[177,298],"problem,":[178,313],"although":[179],"it":[180],"obviously":[181],"optimization":[185],"MOMR-DE,":[189],"lifetime,":[192],"five":[201],"objectives.":[202],"Furthermore,":[203],"three":[204],"constraints":[206],"which":[207],"maximum":[209,212],"allowed":[210,213],"minimum":[216],"requested":[217],"included.":[220],"addition,":[222],"we":[223],"modify":[224],"crossover":[226],"mutation":[228],"operators":[229],"build":[231],"shortest-path":[233],"tree":[235],"maximize":[237],"bandwidth,":[241],"minimize":[242],"delay":[244],"jitter.":[246],"Findings":[247],"Two":[248],"sets":[249],"experiments":[251],"conducted":[253],"compared":[255],"these":[260],"problems.":[261],"simulation":[263],"results":[264],"show":[265],"our":[267],"proposed":[268,316],"method":[269],"capable":[271,319],"achieving":[273,321],"faster":[274,322],"convergence":[275,323],"more":[278,325],"preferable":[279,326],"MANET.":[284],"Originality/value":[285],"MANET,":[287],"most":[288],"proposes":[303],"routing.":[329]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}