{"id":"https://openalex.org/W2135338670","doi":"https://doi.org/10.1109/cts.2011.5898986","title":"Using a nature inspired technique to train a dynamic IA-RWA algorithm","display_name":"Using a nature inspired technique to train a dynamic IA-RWA algorithm","publication_year":2011,"publication_date":"2011-05-01","ids":{"openalex":"https://openalex.org/W2135338670","doi":"https://doi.org/10.1109/cts.2011.5898986","mag":"2135338670"},"language":"en","primary_location":{"id":"doi:10.1109/cts.2011.5898986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cts.2011.5898986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 18th International Conference on Telecommunications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075050994","display_name":"Konstantinos Manousakis","orcid":"https://orcid.org/0000-0002-5344-9667"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]},{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Manousakis","raw_affiliation_strings":["Computer Engineering and Informatics Department, Research Academic Computer Technology Institute, University of Patras, Patra, Greece","Computer Engineering and Informatics Department, University of Patras, Greece and Research Academic Computer Technology Institute, Patra, Greece#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering and Informatics Department, Research Academic Computer Technology Institute, University of Patras, Patra, Greece","institution_ids":["https://openalex.org/I120729142","https://openalex.org/I174878644"]},{"raw_affiliation_string":"Computer Engineering and Informatics Department, University of Patras, Greece and Research Academic Computer Technology Institute, Patra, Greece#TAB#","institution_ids":["https://openalex.org/I120729142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046309517","display_name":"Emmanouel Varvarigos","orcid":"https://orcid.org/0000-0002-4942-1362"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]},{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Emmanouel Varvarigos","raw_affiliation_strings":["Computer Engineering and Informatics Department, Research Academic Computer Technology Institute, University of Patras, Patra, Greece","Computer Engineering and Informatics Department, University of Patras, Greece and Research Academic Computer Technology Institute, Patra, Greece#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering and Informatics Department, Research Academic Computer Technology Institute, University of Patras, Patra, Greece","institution_ids":["https://openalex.org/I120729142","https://openalex.org/I174878644"]},{"raw_affiliation_string":"Computer Engineering and Informatics Department, University of Patras, Greece and Research Academic Computer Technology Institute, Patra, Greece#TAB#","institution_ids":["https://openalex.org/I120729142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":0.9998000264167786,"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/T10232","display_name":"Optical Network Technologies","score":0.9998000264167786,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9997000098228455,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9986000061035156,"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/routing-and-wavelength-assignment","display_name":"Routing and wavelength assignment","score":0.8410178422927856},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6783331632614136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6686958074569702},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5608331561088562},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5127230882644653},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.4989900588989258},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.49207133054733276},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4529617428779602},{"id":"https://openalex.org/keywords/wavelength","display_name":"Wavelength","score":0.13308432698249817},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12809991836547852},{"id":"https://openalex.org/keywords/wavelength-division-multiplexing","display_name":"Wavelength-division multiplexing","score":0.1228225827217102},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12111404538154602},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0770295262336731}],"concepts":[{"id":"https://openalex.org/C2778249599","wikidata":"https://www.wikidata.org/wiki/Q7371620","display_name":"Routing and wavelength assignment","level":4,"score":0.8410178422927856},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6783331632614136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6686958074569702},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5608331561088562},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5127230882644653},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.4989900588989258},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.49207133054733276},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4529617428779602},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.13308432698249817},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12809991836547852},{"id":"https://openalex.org/C160724564","wikidata":"https://www.wikidata.org/wiki/Q1620670","display_name":"Wavelength-division multiplexing","level":3,"score":0.1228225827217102},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12111404538154602},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0770295262336731},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cts.2011.5898986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cts.2011.5898986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 18th International Conference on Telecommunications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1495820940","https://openalex.org/W1536656161","https://openalex.org/W1666784313","https://openalex.org/W1876652887","https://openalex.org/W1907706552","https://openalex.org/W2043503702","https://openalex.org/W2061213575","https://openalex.org/W2072441605","https://openalex.org/W2097928224","https://openalex.org/W2109364787","https://openalex.org/W2120890948","https://openalex.org/W2124823351","https://openalex.org/W2137881937","https://openalex.org/W2138355402","https://openalex.org/W2151357862","https://openalex.org/W2152195021","https://openalex.org/W2158830496","https://openalex.org/W2159826343","https://openalex.org/W2161290484","https://openalex.org/W2167032006","https://openalex.org/W2171668620","https://openalex.org/W2402846924","https://openalex.org/W4243858847","https://openalex.org/W6629548902","https://openalex.org/W6632227867"],"related_works":["https://openalex.org/W2066597432","https://openalex.org/W2531386052","https://openalex.org/W57124301","https://openalex.org/W659216675","https://openalex.org/W2185728864","https://openalex.org/W3019402777","https://openalex.org/W4386596916","https://openalex.org/W2138135952","https://openalex.org/W4388212812","https://openalex.org/W2361693361"],"abstract_inverted_index":{"In":[0],"this":[1],"work":[2],"we":[3],"add":[4],"a":[5,29,33,66,76,126],"training":[6,79,103],"phase":[7,80,104],"to":[8,20,41,60,108,111,142],"an":[9,89],"Impairment":[10],"Aware":[11],"Routing":[12],"and":[13,154],"Wavelength":[14],"Assignment":[15],"(IA-RWA)":[16],"algorithm":[17,27,31,85,110],"so":[18],"as":[19,125],"improve":[21],"its":[22],"performance.":[23],"The":[24,54,78,102],"initial":[25],"IA-RWA":[26,84],"is":[28,39,58,86,123,140],"multi-parametric":[30],"where":[32],"vector":[34],"of":[35,49,75,81,114,136,144,150],"physical":[36,116,156],"impairment":[37,47,63],"parameters":[38,64],"assigned":[40],"each":[42],"link,":[43],"from":[44],"which":[45],"the":[46,71,82,106,109,115,120,134,137,151,155],"vectors":[48],"candidate":[50],"lightpaths":[51],"are":[52],"calculated.":[53],"important":[55],"issue":[56],"here":[57],"how":[59],"combine":[61],"these":[62],"into":[65],"scalar":[67],"that":[68,133,143,146],"would":[69],"reflect":[70],"true":[72],"transmission":[73],"quality":[74],"path.":[77],"proposed":[83,138],"based":[87],"on":[88],"optimization":[90],"approach,":[91],"called":[92],"Particle":[93],"Swarm":[94],"Optimization":[95],"(PSO),":[96],"inspired":[97],"by":[98],"animal":[99],"social":[100],"behavior.":[101],"gives":[105],"ability":[107],"be":[112],"aware":[113],"impairments":[117],"even":[118],"though":[119],"optical":[121,152],"layer":[122,153],"seen":[124],"black":[127],"box.":[128],"Our":[129],"simulation":[130],"studies":[131],"show":[132],"performance":[135],"scheme":[139],"close":[141],"algorithms":[145],"have":[147],"explicit":[148],"knowledge":[149],"impairments.":[157]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}