{"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":"article","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":true,"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"],"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"],"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"],"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":3,"corresponding_author_ids":["https://openalex.org/A5029810736"],"corresponding_institution_ids":["https://openalex.org/I39063666"],"apc_list":null,"apc_paid":null,"fwci":0.2284,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62233491,"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":{"grobid_xml":false,"pdf":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":[1,42,95,126,235],"design":[2,265],"is":[3,117,189,250],"a":[4,34,40,48,81,111,118,237,260],"challenging":[5],"task":[6],"where":[7,84,114],"are":[8,86,178],"involved":[9],"multiple":[10],"constraints":[11,161],"that":[12],"need":[13],"to":[14,38,162,167,199,214,219,225,251,253,271],"be":[15,168,220,272],"optimized":[16],"for":[17,47,129,142,152,267,307],"producing":[18],"an":[19,192],"accurate":[20],"illumination":[21,264,277,283],"avoiding":[22,286],"possible":[23,89],"glare.":[24],"This":[25],"paper,":[26],"then,":[27,227],"takes":[28],"up":[29],"the":[30,60,74,77,104,107,144,149,154,159,164,171,186,200,204,216,223,228,233,247,254,257,268,282,311],"issue":[31],"of":[32,76,88,106,120,146,175,232,240,246,262,281,309,323],"providing":[33],"computational":[35],"tool":[36,249],"able":[37],"produce":[39],"proper":[41],"plan":[43],"in":[44,53,80,110,212,302],"interior":[45],"spaces":[46],"comfortable":[49],"and":[50,94,125,148,182,230,289,291,306,319],"optimal":[51],"vision":[52],"all":[54],"environments,":[55],"taking":[56],"also":[57],"into":[58],"account":[59],"energy":[61,155,294],"consumption":[62],"as":[63,65],"little":[64],"possible.":[66],"For":[67,97],"finding":[68,98],"acceptable":[69,99],"solutions":[70,100],"we":[71,101,134],"have":[72,102,135,299],"used":[73,103,211],"metaphor":[75,105],"genetic":[78,108,202],"evolution":[79,109],"multi-objective":[82,112,201],"model,":[83,113],"individuals":[85,176],"lists":[87],"light":[90,121],"sources,":[91],"their":[92,123],"positions":[93],"levels.":[96,127],"every":[115],"individual":[116],"list":[119],"sources;":[122],"positions;":[124],"Further,":[128],"properly":[130],"evaluating":[131],"each":[132,308],"individual,":[133],"developed":[136,248],"two":[137,316],"conflicting":[138],"objective":[139],"functions,":[140],"one":[141,151],"optimizing":[143],"level":[145],"brightness,":[147,288],"second":[150],"maximising":[153],"saving,":[156],"satisfying,":[157],"obviously,":[158],"additional":[160],"respect":[163],"architectural":[165,217],"structure":[166],"lighted.":[169],"From":[170],"randomly":[172],"initial":[173],"population":[174],"generations":[177],"constructed":[179],"using":[180],"crossover":[181],"mutation":[183],"operators,":[184],"whilst":[185],"fittest":[187],"offspring":[188],"preserved":[190],"via":[191],"elitist":[193],"Pareto-dominance":[194],"selection":[195],"approach.":[196],"In":[197],"addition":[198],"algorithm,":[203],"3D":[205],"graphic":[206],"software":[207],"Blender":[208],"has":[209],"been":[210,300],"order":[213],"reproduce":[215],"space":[218],"lighted,":[221],"with":[222,320],"aim":[224],"evaluate":[226],"accuracy":[229,280],"uniformity":[231],"produced":[234],"through":[236],"physical":[238],"simulation":[239],"its":[241],"brightness.":[242],"The":[243],"main":[244],"goal":[245],"provide":[252],"designer":[255],"(i.e.":[256],"decision":[258],"maker)":[259],"set":[261],"interiors":[263],"options,":[266],"given":[269],"environment":[270],"lit,":[273],"ensuring":[274],"(i)":[275],"uniform":[276],"distribution;":[278],"(ii)":[279],"produced;":[284],"(iii)":[285],"harsh":[287],"glare;":[290],"(iv)":[292],"low":[293],"consumptions.":[295],"Two":[296],"case":[297],"studies":[298],"considered":[301],"our":[303],"evaluation":[304],"experiments,":[305],"these":[310],"algorithm":[312],"was":[313],"performed":[314],"on":[315],"different":[317,321],"instances":[318],"types":[322],"complexity":[324],"respectively.":[325]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
