{"id":"https://openalex.org/W2770213533","doi":"https://doi.org/10.5220/0006501902890296","title":"Evolving Illumination Design Following Genetic Strategies","display_name":"Evolving Illumination Design Following Genetic Strategies","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2770213533","doi":"https://doi.org/10.5220/0006501902890296","mag":"2770213533"},"language":"en","primary_location":{"id":"doi:10.5220/0006501902890296","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006501902890296","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006501902890296","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029810736","display_name":"Alice Plebe","orcid":"https://orcid.org/0000-0001-8567-0553"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alice Plebe","raw_affiliation_strings":["University of Catania, Italy","Department of Mathematics and Computer Science, University of Catania, V.le A. Doria 6, I-95125 Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Catania, V.le A. Doria 6, I-95125 Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001469539","display_name":"Vincenzo Cutello","orcid":"https://orcid.org/0000-0002-7521-3516"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Cutello","raw_affiliation_strings":["University of Catania, Italy","Department of Mathematics and Computer Science, University of Catania, V.le A. Doria 6, I-95125 Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Catania, V.le A. Doria 6, I-95125 Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059851427","display_name":"Mario Pavone","orcid":"https://orcid.org/0000-0003-3421-3293"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Pavone","raw_affiliation_strings":["University of Catania, Italy","Department of Mathematics and Computer Science, University of Catania, V.le A. Doria 6, I-95125 Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Catania, V.le A. Doria 6, I-95125 Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39063666"],"apc_list":null,"apc_paid":null,"fwci":0.4017,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59844299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"289","last_page":"296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12496","display_name":"Color perception and design","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9577999711036682,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.705782413482666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6973303556442261},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5009307861328125},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.49214571714401245},{"id":"https://openalex.org/keywords/brightness","display_name":"Brightness","score":0.4421321153640747},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4283006489276886},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4187811613082886},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4106554090976715},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37482646107673645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36766642332077026},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32997047901153564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21503940224647522},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1480962634086609},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14198005199432373}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.705782413482666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6973303556442261},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5009307861328125},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.49214571714401245},{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.4421321153640747},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4283006489276886},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4187811613082886},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4106554090976715},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37482646107673645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36766642332077026},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32997047901153564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21503940224647522},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1480962634086609},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14198005199432373},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.5220/0006501902890296","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006501902890296","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/195602","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/195602","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unitn.it:11572/387970","is_oa":false,"landing_page_url":"https://hdl.handle.net/11572/387970","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:zenodo.org:69914","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/69914","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"doi:10.5220/0006501902890296","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006501902890296","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W109388851","https://openalex.org/W1520488822","https://openalex.org/W1570834090","https://openalex.org/W1595488138","https://openalex.org/W1655654231","https://openalex.org/W2109042184","https://openalex.org/W2167159964","https://openalex.org/W2183858838","https://openalex.org/W2462255762","https://openalex.org/W2481476196","https://openalex.org/W2486211917","https://openalex.org/W2899843994","https://openalex.org/W4205609521","https://openalex.org/W4299995169"],"related_works":["https://openalex.org/W2014162767","https://openalex.org/W2090178682","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W2073147994","https://openalex.org/W1588199609","https://openalex.org/W2384474142","https://openalex.org/W1550055091","https://openalex.org/W2744462909","https://openalex.org/W3083133203"],"abstract_inverted_index":{"Interior":[0],"lighting":[1,42,95,125,234],"design":[2,264],"is":[3,116,188,249],"a":[4,34,40,48,81,110,117,236,259],"challenging":[5],"task":[6],"where":[7,84,113],"are":[8,86,177],"involved":[9],"multiple":[10],"constraints":[11,160],"that":[12],"need":[13],"to":[14,38,161,166,198,213,218,224,250,252,270],"be":[15,167,219,271],"optimized":[16],"for":[17,47,128,141,151,266,306],"producing":[18],"an":[19,191],"accurate":[20],"illumination":[21,263,276,282],"avoiding":[22,285],"possible":[23,89],"glare.":[24],"This":[25],"paper,":[26],"then,":[27,226],"takes":[28],"up":[29],"the":[30,60,74,77,103,106,143,148,153,158,163,170,185,199,203,215,222,227,232,246,253,256,267,281,310],"issue":[31],"of":[32,76,88,105,119,145,174,231,239,245,261,280,308,322],"providing":[33],"computational":[35],"tool":[36,248],"able":[37],"produce":[39],"proper":[41],"plan":[43],"in":[44,53,80,109,211,301],"interior":[45],"spaces":[46],"comfortable":[49],"and":[50,94,124,147,181,229,288,290,305,318],"optimal":[51],"vision":[52],"all":[54],"environments,":[55],"taking":[56],"also":[57],"into":[58],"account":[59],"energy":[61,154,293],"consumption":[62],"as":[63,65],"little":[64],"possible.":[66],"For":[67,97],"finding":[68,98],"acceptable":[69,99],"solutions":[70,100],"we":[71,133],"have":[72,134,298],"used":[73,102,210],"metaphor":[75,104],"genetic":[78,107,201],"evolution":[79,108],"multi-objective":[82,111,200],"model,":[83,112],"individuals":[85,175],"lists":[87],"light":[90,120],"sources,":[91],"their":[92,122],"positions":[93],"levels.":[96,126],"wehave":[101],"every":[114],"individual":[115],"list":[118],"sources;":[121],"positions;":[123],"Further,":[127],"properly":[129],"evaluating":[130],"each":[131,307],"individual,":[132],"developed":[135,247],"two":[136,315],"conflicting":[137],"objective":[138],"functions,":[139],"one":[140,150],"optimizing":[142],"level":[144],"brightness,":[146,287],"second":[149],"maximising":[152],"saving,":[155],"satisfying,":[156],"obviously,":[157],"additional":[159],"respect":[162],"architectural":[164,216],"structure":[165],"lighted.":[168],"From":[169],"randomly":[171],"initial":[172],"population":[173],"generations":[176],"constructed":[178],"using":[179],"crossover":[180],"mutation":[182],"operators,":[183],"whilst":[184],"fittest":[186],"offspring":[187],"preserved":[189],"via":[190],"elitist":[192],"Pareto-dominance":[193],"selection":[194],"approach.":[195],"In":[196],"addition":[197],"algorithm,":[202],"3D":[204],"graphic":[205],"software":[206],"Blender":[207],"has":[208],"been":[209,299],"order":[212],"reproduce":[214],"space":[217],"lighted,":[220],"with":[221,319],"aim":[223],"evaluate":[225],"accuracy":[228,279],"uniformity":[230],"produced":[233],"through":[235],"physical":[237],"simulation":[238],"its":[240],"brightness.":[241],"The":[242],"main":[243],"goal":[244],"provide":[251],"designer":[254],"(i.e.":[255],"decision":[257],"maker)":[258],"set":[260],"interiors":[262],"options,":[265],"given":[268],"environment":[269],"lit,":[272],"ensuring":[273],"(i)":[274],"uniform":[275],"distribution;":[277],"(ii)":[278],"produced;":[283],"(iii)":[284],"harsh":[286],"glare;":[289],"(iv)":[291],"low":[292],"consumptions.":[294],"Two":[295],"case":[296],"studies":[297],"considered":[300],"our":[302],"evaluation":[303],"experiments,":[304],"these":[309],"algorithm":[311],"was":[312],"performed":[313],"on":[314],"different":[316,320],"instances":[317],"types":[321],"complexity":[323],"respectively.":[324]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}