{"id":"https://openalex.org/W4312068991","doi":"https://doi.org/10.1109/la-cci54402.2022.9981523","title":"Evaluation of Multi-objective Evolutionary Algorithms for the Design of Resilient OTN over DWDM Networks","display_name":"Evaluation of Multi-objective Evolutionary Algorithms for the Design of Resilient OTN over DWDM Networks","publication_year":2022,"publication_date":"2022-11-23","ids":{"openalex":"https://openalex.org/W4312068991","doi":"https://doi.org/10.1109/la-cci54402.2022.9981523"},"language":"en","primary_location":{"id":"doi:10.1109/la-cci54402.2022.9981523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci54402.2022.9981523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-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/A5073404320","display_name":"Arysson S. Oliveira","orcid":null},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Arysson S. Oliveira","raw_affiliation_strings":["University of Pernambuco,Polytechnic School of Pernambuco,Recife,Brazil","Polytechnic School of Pernambuco, University of Pernambuco, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco,Polytechnic School of Pernambuco,Recife,Brazil","institution_ids":["https://openalex.org/I71437568"]},{"raw_affiliation_string":"Polytechnic School of Pernambuco, University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042517221","display_name":"Jose C. Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jose C. Silva","raw_affiliation_strings":["Federal University of Pernambuco,Department of Electronics and Systems,Recife,Brazil","Department of Electronics and Systems, Federal University of Pernambuco, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Pernambuco,Department of Electronics and Systems,Recife,Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Department of Electronics and Systems, Federal University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013826168","display_name":"Danilo Ara\u00fajo","orcid":"https://orcid.org/0000-0002-4822-0390"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Danilo R. B. Araujo","raw_affiliation_strings":["Federal Rural University of Pernambuco,Department of Computing,Recife,Brazil","Department of Computing, Federal Rural University of Pernambuco, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Rural University of Pernambuco,Department of Computing,Recife,Brazil","institution_ids":["https://openalex.org/I62921916"]},{"raw_affiliation_string":"Department of Computing, Federal Rural University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064763391","display_name":"Joaquim F. Martins-Filho","orcid":"https://orcid.org/0000-0002-6972-6913"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joaquim F. Martins-Filho","raw_affiliation_strings":["Federal University of Pernambuco,Department of Electronics and Systems,Recife,Brazil","Department of Electronics and Systems, Federal University of Pernambuco, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Pernambuco,Department of Electronics and Systems,Recife,Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Department of Electronics and Systems, Federal University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028876161","display_name":"Carmelo J. A. Bastos-Filho","orcid":"https://orcid.org/0000-0002-0924-5341"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carmelo J. A. Bastos-Filho","raw_affiliation_strings":["University of Pernambuco,Polytechnic School of Pernambuco,Recife,Brazil","Polytechnic School of Pernambuco, University of Pernambuco, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco,Polytechnic School of Pernambuco,Recife,Brazil","institution_ids":["https://openalex.org/I71437568"]},{"raw_affiliation_string":"Polytechnic School of Pernambuco, University of Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I71437568"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5073404320"],"corresponding_institution_ids":["https://openalex.org/I71437568"],"apc_list":null,"apc_paid":null,"fwci":0.183,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48922759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.9948999881744385,"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"}},{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9919999837875366,"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/wavelength-division-multiplexing","display_name":"Wavelength-division multiplexing","score":0.7641479969024658},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6582561731338501},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4705372750759125},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34970688819885254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15725409984588623},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.0718798041343689}],"concepts":[{"id":"https://openalex.org/C160724564","wikidata":"https://www.wikidata.org/wiki/Q1620670","display_name":"Wavelength-division multiplexing","level":3,"score":0.7641479969024658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6582561731338501},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4705372750759125},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34970688819885254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15725409984588623},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0718798041343689},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/la-cci54402.2022.9981523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci54402.2022.9981523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1504943474","https://openalex.org/W1553373771","https://openalex.org/W2097006484","https://openalex.org/W2104017154","https://openalex.org/W2108968575","https://openalex.org/W2542773772","https://openalex.org/W2599436932","https://openalex.org/W2766552321","https://openalex.org/W2772630639","https://openalex.org/W2974656602","https://openalex.org/W2987597555","https://openalex.org/W3116989664","https://openalex.org/W3122267640"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Optical":[0,17],"networks":[1,72],"are":[2],"the":[3,9,15,30,33,35,46,60,67,91,110,115,124,136,142,147,153],"most":[4],"appropriate":[5],"technology":[6],"to":[7,131],"meet":[8],"growing":[10],"demand":[11],"for":[12,66,109,135],"services":[13],"through":[14],"internet.":[16],"Transport":[18],"Network":[19],"(OTN)":[20],"brings":[21],"virtualization\u2019s":[22],"economic":[23],"and":[24,87,90,97,104,113],"operational":[25],"benefits.":[26],"However,":[27],"depending":[28],"on":[29],"size":[31],"of":[32,48,62,69,150,155],"network,":[34],"network":[36],"planning":[37,68],"process":[38],"can":[39],"present":[40],"a":[41],"high":[42],"computational":[43],"cost.":[44],"Thus,":[45],"use":[47],"metaheuristics":[49],"became":[50],"interesting":[51],"in":[52,79],"this":[53,56],"context.":[54],"In":[55,127],"work,":[57],"we":[58],"compared":[59],"performance":[61],"modern":[63],"multi-objective":[64],"algorithms":[65],"resilient":[70],"OTN":[71],"over":[73],"DWDM.":[74],"The":[75],"evaluation":[76],"was":[77],"performed":[78],"two":[80],"different":[81],"topologies,":[82],"one":[83,93],"with":[84,94],"four":[85],"nodes":[86,96],"seven":[88],"linkbundles":[89],"other":[92,125],"16":[95],"32":[98],"linkbundles.":[99],"We":[100],"observed":[101],"that":[102],"OMOPSO":[103],"SMPSO":[105],"achieved":[106],"better":[107],"results":[108],"first":[111],"Topology":[112],"obtained":[114],"best":[116],"solutions":[117],"using":[118],"about":[119],"70%":[120],"fewer":[121],"iterations":[122],"than":[123],"algorithms.":[126],"contrast,":[128],"HYPE":[129,145],"proved":[130],"be":[132],"more":[133],"efficient":[134],"second":[137],"Topology.":[138],"Despite":[139],"not":[140],"being":[141],"fastest":[143],"algorithm,":[144],"obtains":[146],"smallest":[148],"number":[149],"interfaces":[151],"when":[152],"Rate":[154],"Unsuccessful":[156],"Recovery":[157],"Fault":[158],"(RURF)":[159],"equals":[160],"zero.":[161]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}