{"id":"https://openalex.org/W2103154929","doi":"https://doi.org/10.1109/smdcm.2011.5949265","title":"A performance comparison of multi-objective optimization evolutionary algorithms for all-optical networks design","display_name":"A performance comparison of multi-objective optimization evolutionary algorithms for all-optical networks design","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2103154929","doi":"https://doi.org/10.1109/smdcm.2011.5949265","mag":"2103154929"},"language":"en","primary_location":{"id":"doi:10.1109/smdcm.2011.5949265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smdcm.2011.5949265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (MDCM)","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/A5013826168","display_name":"Danilo Ara\u00fajo","orcid":"https://orcid.org/0000-0002-4822-0390"},"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":"Danilo R. B. Araujo","raw_affiliation_strings":["Polytechnic School of Pernambuco, University of Pernambuco, Recife, Brazil"],"affiliations":[{"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/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":["Polytechnic School of Pernambuco, University of Pernambuco, Recife, Brazil"],"affiliations":[{"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/A5069340964","display_name":"Erick A. Barboza","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":false,"raw_author_name":"Erick A. Barboza","raw_affiliation_strings":["Polytechnic School of Pernambuco, University of Pernambuco, Recife, Brazil"],"affiliations":[{"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/A5016352442","display_name":"Daniel A. R. Chaves","orcid":"https://orcid.org/0000-0001-5274-6646"},"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":"Daniel A. R. Chaves","raw_affiliation_strings":["Department of Electronics and Systems, Federal University of Pernambuco, Recife, Brazil","Department of Electronics and Systems, Federal University of Pernambuco. Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Systems, Federal University of Pernambuco, 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/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":["Department of Electronics and Systems, Federal University of Pernambuco, Recife, Brazil","Department of Electronics and Systems, Federal University of Pernambuco. Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Systems, Federal University of Pernambuco, 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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013826168"],"corresponding_institution_ids":["https://openalex.org/I71437568"],"apc_list":null,"apc_paid":null,"fwci":2.1563,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.88519034,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":0.9991999864578247,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9991999864578247,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9977999925613403,"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/T10232","display_name":"Optical Network Technologies","score":0.9945999979972839,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7108359336853027},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6714591979980469},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6388990879058838},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6208946108818054},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5178009271621704},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5144610404968262},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5024130344390869},{"id":"https://openalex.org/keywords/network-planning-and-design","display_name":"Network planning and design","score":0.4946117103099823},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.49181225895881653},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.46956801414489746},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4659118950366974},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.439919114112854},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34574031829833984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20105597376823425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17332535982131958},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0673600435256958}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7108359336853027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714591979980469},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6388990879058838},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6208946108818054},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5178009271621704},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5144610404968262},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5024130344390869},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.4946117103099823},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.49181225895881653},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.46956801414489746},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4659118950366974},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.439919114112854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34574031829833984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20105597376823425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17332535982131958},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0673600435256958},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smdcm.2011.5949265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smdcm.2011.5949265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (MDCM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322128","display_name":"Svenska S\u00e4llskapet f\u00f6r Medicinsk Forskning","ror":"https://ror.org/0433fd238"},{"id":"https://openalex.org/F4320323678","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco","ror":"https://ror.org/02te5rf52"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W42649658","https://openalex.org/W52040410","https://openalex.org/W1480428252","https://openalex.org/W1483353037","https://openalex.org/W1504943474","https://openalex.org/W1512383952","https://openalex.org/W1521316934","https://openalex.org/W1536656161","https://openalex.org/W1542437639","https://openalex.org/W1553373771","https://openalex.org/W1585939719","https://openalex.org/W1665846492","https://openalex.org/W1982147649","https://openalex.org/W1993530334","https://openalex.org/W1998141189","https://openalex.org/W2016412715","https://openalex.org/W2024827400","https://openalex.org/W2044665961","https://openalex.org/W2048745871","https://openalex.org/W2077823485","https://openalex.org/W2098907614","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2143235229","https://openalex.org/W2166775052","https://openalex.org/W2544387354","https://openalex.org/W3149848750","https://openalex.org/W4237981999","https://openalex.org/W6628770400","https://openalex.org/W6635097213","https://openalex.org/W6662577467"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2073147994","https://openalex.org/W1588199609","https://openalex.org/W2145877535"],"abstract_inverted_index":{"In":[0,87],"this":[1,152],"paper":[2],"we":[3,98,138],"investigate":[4],"the":[5,17,25,29,33,41,46,49,55,61,67,70,76,96,107,111,114,125,141,144],"performance":[6],"of":[7,19,28,69,102,113],"well":[8,120],"known":[9,121],"multi-objective":[10],"optimization":[11,27],"evolutionary":[12],"algorithms":[13,146],"(MOEA)":[14],"applied":[15],"to":[16,38,44,53,65,89,94,105,123,150],"design":[18],"all-optical":[20],"networks.":[21],"We":[22,59,73,117],"focused":[23],"on":[24],"simultaneous":[26],"network":[30,57,62,71],"topology":[31],"and":[32,52,85,110,133,143],"device":[34],"specifications":[35],"in":[36],"order":[37,88],"both":[39],"minimize":[40],"total":[42],"cost":[43],"build":[45],"network,":[47],"i.e.":[48],"capital":[50],"expenditure,":[51],"maximize":[54],"overall":[56],"performance.":[58],"used":[60,118],"blocking":[63],"probability":[64],"assess":[66],"quality":[68],"service.":[72],"have":[74],"considered":[75],"following":[77],"five":[78],"different":[79],"MOEA:":[80],"NSGAII,":[81],"SPEA2,":[82],"PESAII,":[83],"PAES":[84],"MODE.":[86],"suggest":[90],"a":[91,100],"suitable":[92,149],"algorithm":[93],"solve":[95,151],"problem,":[97],"performed":[99],"set":[101],"simulations":[103],"aiming":[104],"analyze":[106],"convergence":[108],"ability":[109],"diversity":[112],"generated":[115],"solutions.":[116],"four":[119],"metrics":[122],"compare":[124],"achieved":[126],"Pareto":[127],"Fronts:":[128],"hypervolume,":[129],"spacing,":[130],"maximum":[131],"spread":[132],"coverage.":[134],"From":[135],"our":[136],"results,":[137],"believe":[139],"that":[140],"NSGAII":[142],"SPEA2":[145],"are":[147],"more":[148],"specific":[153],"problem.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}