{"id":"https://openalex.org/W4384024315","doi":"https://doi.org/10.1145/3583131.3590479","title":"A Fast Multi-objective Evolutionary Approach for Designing Large-Scale Optical Mode Sorter","display_name":"A Fast Multi-objective Evolutionary Approach for Designing Large-Scale Optical Mode Sorter","publication_year":2023,"publication_date":"2023-07-12","ids":{"openalex":"https://openalex.org/W4384024315","doi":"https://doi.org/10.1145/3583131.3590479"},"language":"en","primary_location":{"id":"doi:10.1145/3583131.3590479","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583131.3590479","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583131.3590479","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3583131.3590479","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067127346","display_name":"Annibale Panichella","orcid":"https://orcid.org/0000-0002-7395-3588"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Annibale Panichella","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-7395-3588","affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044076105","display_name":"Giuseppe Di Domenico","orcid":"https://orcid.org/0000-0003-2109-9137"},"institutions":[{"id":"https://openalex.org/I4210127873","display_name":"Attocube Systems (Germany)","ror":"https://ror.org/03j4qkf39","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210127873"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Giuseppe Di Domenico","raw_affiliation_strings":["Attocube systems AG, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2109-9137","affiliations":[{"raw_affiliation_string":"Attocube systems AG, Munich, Germany","institution_ids":["https://openalex.org/I4210127873"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1445","last_page":"1453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10299","display_name":"Photonic and Optical Devices","score":0.9993000030517578,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9993000030517578,"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/T10490","display_name":"Orbital Angular Momentum in Optics","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.996999979019165,"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":0.6728111505508423},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.628770112991333},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5753708481788635},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5639035701751709},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.507206916809082},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.450298011302948},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.43935760855674744},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4355521500110626},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4348057806491852},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3330094814300537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25375211238861084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21674001216888428},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15247756242752075}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6728111505508423},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.628770112991333},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5753708481788635},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5639035701751709},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.507206916809082},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.450298011302948},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.43935760855674744},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4355521500110626},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4348057806491852},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3330094814300537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25375211238861084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21674001216888428},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15247756242752075},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3583131.3590479","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583131.3590479","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583131.3590479","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:tudelft.nl:uuid:5ec5593d-9574-49a6-aa67-c85902fba3f3","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:5ec5593d-9574-49a6-aa67-c85902fba3f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.1145/3583131.3590479","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583131.3590479","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583131.3590479","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384024315.pdf","grobid_xml":"https://content.openalex.org/works/W4384024315.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1483290839","https://openalex.org/W1551552713","https://openalex.org/W1597878669","https://openalex.org/W1929077562","https://openalex.org/W1971237725","https://openalex.org/W2006784940","https://openalex.org/W2022485595","https://openalex.org/W2072661909","https://openalex.org/W2080728354","https://openalex.org/W2098907614","https://openalex.org/W2098922869","https://openalex.org/W2116926066","https://openalex.org/W2118548239","https://openalex.org/W2126105956","https://openalex.org/W2478784749","https://openalex.org/W2510493362","https://openalex.org/W2592996489","https://openalex.org/W2764251381","https://openalex.org/W2790436084","https://openalex.org/W2802236366","https://openalex.org/W2808993793","https://openalex.org/W2913670039","https://openalex.org/W2953831633","https://openalex.org/W2962788390","https://openalex.org/W2963495822","https://openalex.org/W2964072919","https://openalex.org/W3004042307","https://openalex.org/W3046910774","https://openalex.org/W3102907223","https://openalex.org/W3109212161","https://openalex.org/W3163099580","https://openalex.org/W3203295779","https://openalex.org/W4206912473","https://openalex.org/W4237168541","https://openalex.org/W4285734629","https://openalex.org/W4298335024","https://openalex.org/W4321787604","https://openalex.org/W6719982585"],"related_works":["https://openalex.org/W3006936859","https://openalex.org/W1987040457","https://openalex.org/W2378502887","https://openalex.org/W2184492720","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W4291270682"],"abstract_inverted_index":{"Spatial":[0],"mode":[1,41,54,88,118,159],"division":[2],"de-multiplexing":[3],"of":[4,86,96,184],"optical":[5,20,35,40],"signals":[6,36],"has":[7],"many":[8],"real-world":[9],"applications,":[10],"such":[11],"as":[12],"quantum":[13,19],"computing":[14],"and":[15,18,45,134,144,156,177],"both":[16],"classical":[17],"communication.":[21],"In":[22,109],"this":[23,56,110,188],"context,":[24],"it":[25],"is":[26,151],"crucial":[27],"to":[28,32,38,44,62,82,162],"develop":[29],"devices":[30],"able":[31],"efficiently":[33],"sort":[34],"according":[37],"the":[39,53,84,92,97,99,128,163,167,174,182],"they":[42],"belong":[43],"route":[46],"them":[47],"on":[48,52],"different":[49],"paths.":[50],"Depending":[51],"selected,":[55],"problem":[57],"can":[58],"be":[59],"very":[60,93,105],"hard":[61],"tackle.":[63],"Recently,":[64],"researchers":[65],"have":[66,103],"proposed":[67,113],"using":[68],"multi-objective":[69],"evolutionary":[70],"algorithms":[71],"(MOEAs)":[72],"---and":[73],"NSGA-II":[74,176],"in":[75,187],"particular---":[76],"combined":[77],"with":[78,142,173],"Linkage":[79],"Learning":[80],"(LL)":[81],"automate":[83],"process":[85],"design":[87,120],"sorter.":[89],"However,":[90],"given":[91],"large-search":[94],"scale":[95],"problem,":[98],"existing":[100],"evolutionary-based":[101],"solutions":[102],"a":[104,114],"slow":[106],"convergence":[107,154],"rate.":[108],"paper,":[111],"we":[112],"novel":[115],"approach":[116,150],"for":[117],"sorter":[119],"that":[121,148],"combines":[122],"(1)":[123],"stochastic":[124],"linkage":[125],"learning,":[126],"(2)":[127],"adaptive":[129,137],"geometry":[130],"estimation-based":[131],"MOEA":[132],"(AGE-MOEA-II),":[133],"(3)":[135],"an":[136],"mutation":[138],"operator.":[139],"Our":[140],"experiments":[141],"two-":[143],"three-objectives":[145],"(beams)":[146],"show":[147],"our":[149],"faster":[152],"(better":[153],"rate)":[155],"produces":[157],"better":[158],"sorters":[160],"(closer":[161],"ideal":[164],"solutions)":[165],"than":[166],"state-of-the-art":[168],"approach.":[169],"A":[170],"direct":[171],"comparison":[172],"vanilla":[175],"AGE-MOEA-II":[178],"also":[179],"further":[180],"confirms":[181],"importance":[183],"adopting":[185],"LL":[186],"domain.":[189]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}