{"id":"https://openalex.org/W2586513201","doi":"https://doi.org/10.1109/smc.2016.7844659","title":"A genetic algorithm application for automatic layout design of modular residential homes","display_name":"A genetic algorithm application for automatic layout design of modular residential homes","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2586513201","doi":"https://doi.org/10.1109/smc.2016.7844659","mag":"2586513201"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2016.7844659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2016.7844659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5011542917","display_name":"Ana de Almeida","orcid":"https://orcid.org/0000-0001-9519-4634"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Ana de Almeida","raw_affiliation_strings":["Center for Informatics and Systems of the University of Coimbra, Coimbra, Portugal","ISCTE Instituto Universit\u00e1rio de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Center for Informatics and Systems of the University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"ISCTE Instituto Universit\u00e1rio de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I110026055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038680926","display_name":"Bruno Taborda","orcid":"https://orcid.org/0000-0002-3564-8662"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bruno Taborda","raw_affiliation_strings":["ISCTE Instituto Universit\u00e1rio de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"ISCTE Instituto Universit\u00e1rio de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I110026055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089619807","display_name":"Filipe Santos","orcid":"https://orcid.org/0000-0001-6125-5937"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filipe Santos","raw_affiliation_strings":["ISCTE Instituto Universit\u00e1rio de Lisboa, Lisbon, Portugal","ISTAR IUL, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"ISCTE Instituto Universit\u00e1rio de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I110026055"]},{"raw_affiliation_string":"ISTAR IUL, Lisbon, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046525251","display_name":"Krystian Kwieci\u0144ski","orcid":"https://orcid.org/0000-0001-8490-8830"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krystian Kwiecinski","raw_affiliation_strings":["ISTAR IUL, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"ISTAR IUL, Lisbon, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058727771","display_name":"Sara Eloy","orcid":"https://orcid.org/0000-0003-2980-3686"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sara Eloy","raw_affiliation_strings":["ISCTE Instituto Universit\u00e1rio de Lisboa, Lisbon, Portugal","ISTAR IUL, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"ISCTE Instituto Universit\u00e1rio de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I110026055"]},{"raw_affiliation_string":"ISTAR IUL, Lisbon, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011542917"],"corresponding_institution_ids":["https://openalex.org/I110026055","https://openalex.org/I76903346"],"apc_list":null,"apc_paid":null,"fwci":1.2535,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84438471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"002774","last_page":"002778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12176","display_name":"Optimization and Packing Problems","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11159","display_name":"Manufacturing Process and Optimization","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/modular-design","display_name":"Modular design","score":0.8196305632591248},{"id":"https://openalex.org/keywords/floor-plan","display_name":"Floor plan","score":0.7402939200401306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6854898929595947},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6136752367019653},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5817760825157166},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5488916635513306},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5426642298698425},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5364041924476624},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5341941714286804},{"id":"https://openalex.org/keywords/page-layout","display_name":"Page layout","score":0.5049524903297424},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4378575384616852},{"id":"https://openalex.org/keywords/electronic-design-automation","display_name":"Electronic design automation","score":0.41458773612976074},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.3149924576282501},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2218981683254242},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20473429560661316},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18145504593849182},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1518784761428833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1218474805355072},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09472796320915222}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.8196305632591248},{"id":"https://openalex.org/C61056293","wikidata":"https://www.wikidata.org/wiki/Q18965","display_name":"Floor plan","level":2,"score":0.7402939200401306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6854898929595947},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6136752367019653},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5817760825157166},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5488916635513306},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5426642298698425},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5364041924476624},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5341941714286804},{"id":"https://openalex.org/C188985296","wikidata":"https://www.wikidata.org/wiki/Q868954","display_name":"Page layout","level":2,"score":0.5049524903297424},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4378575384616852},{"id":"https://openalex.org/C64260653","wikidata":"https://www.wikidata.org/wiki/Q1194864","display_name":"Electronic design automation","level":2,"score":0.41458773612976074},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3149924576282501},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2218981683254242},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20473429560661316},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18145504593849182},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1518784761428833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1218474805355072},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09472796320915222},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2016.7844659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2016.7844659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5899999737739563,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2004778468","https://openalex.org/W2021849652","https://openalex.org/W2044929988","https://openalex.org/W2047094503","https://openalex.org/W2072492443","https://openalex.org/W2078681980","https://openalex.org/W2105175235","https://openalex.org/W2140003718","https://openalex.org/W2143246897","https://openalex.org/W2152150600","https://openalex.org/W2744833755","https://openalex.org/W3011460294","https://openalex.org/W4301153737","https://openalex.org/W4387818722"],"related_works":["https://openalex.org/W2518281611","https://openalex.org/W2378076731","https://openalex.org/W4286888643","https://openalex.org/W3210795196","https://openalex.org/W2088988140","https://openalex.org/W2910956385","https://openalex.org/W3021700006","https://openalex.org/W2595688323","https://openalex.org/W419790987","https://openalex.org/W2223186343"],"abstract_inverted_index":{"This":[0,50],"work":[1],"presents":[2],"an":[3],"evolutionary":[4],"approach":[5],"that":[6],"enables":[7],"the":[8,27,29,54,78,90,121],"automatic":[9],"design":[10,83,92],"of":[11,22,56,80,123,131],"modular":[12,23],"residential":[13],"homes":[14],"in":[15,53],"mass":[16],"customized":[17],"production.":[18],"Given":[19],"a":[20,36,57,68,100,129],"set":[21],"placement":[24,41],"rules":[25],"for":[26,77,107],"design,":[28],"formal":[30],"problem":[31,42],"can":[32],"be":[33],"viewed":[34],"as":[35],"two-dimensional":[37],"single":[38],"large":[39],"object":[40],"with":[43,128],"fixed":[44],"dimensions":[45],"and":[46,64,86],"additional":[47],"positioning":[48],"constraints.":[49],"formulation":[51],"results":[52],"search":[55,71],"floor":[58,81],"plan":[59,82],"layout":[60],"constrained":[61],"by":[62],"dimensional":[63],"positional":[65],"restrictions":[66],"over":[67],"combinatorial":[69],"size":[70],"space.":[72],"A":[73],"genetic":[74],"algorithm":[75],"strategy":[76],"automation":[79],"was":[84],"implemented":[85],"shown":[87],"to":[88,110],"deliver":[89],"required":[91],"solution":[93],"layouts.":[94],"The":[95],"layouts,":[96],"when":[97],"embedded":[98],"into":[99],"proper":[101],"graphical":[102],"interface":[103],"system":[104],"will":[105],"allow":[106],"future":[108],"owners":[109],"acquire":[111],"houses":[112],"fitting":[113],"their":[114],"exact":[115],"needs":[116],"at":[117],"affordable":[118],"prices,":[119],"improving":[120],"quality":[122],"living":[124],"while":[125],"simultaneously":[126],"complying":[127],"language":[130],"design.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}