{"id":"https://openalex.org/W2528198385","doi":"https://doi.org/10.1017/s0890060416000354","title":"Automatic derivation of design schemata and subsequent generation of designs","display_name":"Automatic derivation of design schemata and subsequent generation of designs","publication_year":2016,"publication_date":"2016-10-04","ids":{"openalex":"https://openalex.org/W2528198385","doi":"https://doi.org/10.1017/s0890060416000354","mag":"2528198385"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060416000354","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060416000354","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-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/A5113534208","display_name":"Kate Reed","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Kate Reed","raw_affiliation_strings":["Department of Computing, Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103432003","display_name":"Duncan Gillies","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Duncan Gillies","raw_affiliation_strings":["Department of Computing, Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113534208"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.2602,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.61639597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"30","issue":"4","first_page":"367","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10672","display_name":"Design Education and Practice","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.9940999746322632,"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/T11006","display_name":"BIM and Construction Integration","score":0.982699990272522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.765775203704834},{"id":"https://openalex.org/keywords/parametric-design","display_name":"Parametric design","score":0.6059948801994324},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.5987902283668518},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.593309223651886},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5626468658447266},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.542456865310669},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4762306809425354},{"id":"https://openalex.org/keywords/physical-design","display_name":"Physical design","score":0.4267590045928955},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4266693890094757},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.35774654150009155},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.3412966728210449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33868691325187683},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2969655990600586},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13640615344047546},{"id":"https://openalex.org/keywords/circuit-design","display_name":"Circuit design","score":0.07229572534561157},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06994974613189697},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06728130578994751}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.765775203704834},{"id":"https://openalex.org/C2778370241","wikidata":"https://www.wikidata.org/wiki/Q18386598","display_name":"Parametric design","level":3,"score":0.6059948801994324},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5987902283668518},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.593309223651886},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5626468658447266},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.542456865310669},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4762306809425354},{"id":"https://openalex.org/C188817802","wikidata":"https://www.wikidata.org/wiki/Q13426855","display_name":"Physical design","level":3,"score":0.4267590045928955},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4266693890094757},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.35774654150009155},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3412966728210449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33868691325187683},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2969655990600586},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13640615344047546},{"id":"https://openalex.org/C190560348","wikidata":"https://www.wikidata.org/wiki/Q3245116","display_name":"Circuit design","level":2,"score":0.07229572534561157},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06994974613189697},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06728130578994751},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s0890060416000354","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060416000354","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W105203448","https://openalex.org/W184067968","https://openalex.org/W943758240","https://openalex.org/W1559393815","https://openalex.org/W1963788781","https://openalex.org/W2080775597","https://openalex.org/W4211003818","https://openalex.org/W4229805581","https://openalex.org/W6604271410","https://openalex.org/W6964652432"],"related_works":["https://openalex.org/W2379564476","https://openalex.org/W1984933749","https://openalex.org/W2386851743","https://openalex.org/W2372760916","https://openalex.org/W2159054173","https://openalex.org/W2387868983","https://openalex.org/W2377324899","https://openalex.org/W2350082281","https://openalex.org/W1973986918","https://openalex.org/W2384565238"],"abstract_inverted_index":{"Abstract":[0],"This":[1,129],"paper":[2,130],"presents":[3],"a":[4,12,30,38,106,114,120,125,151,164,173],"method":[5,155],"for":[6,46,108,135],"automatically":[7,94],"generating":[8,73],"new":[9,66,143],"designs":[10,67,144],"from":[11,57],"set":[13,40,59],"of":[14,17,41,60,101,116,167],"existing":[15],"objects":[16],"the":[18,72,77,88,99,102,182],"same":[19,183],"class":[20],"using":[21,50,181],"machine":[22],"learning.":[23],"In":[24],"this":[25,58],"particular":[26],"work,":[27],"we":[28,123],"use":[29],"custom":[31],"parametric":[32],"chair":[33,89],"design":[34,127,152,169],"program":[35,184],"to":[36,64,141,158],"produce":[37,160],"large":[39,165],"chairs":[42,61],"that":[43,145],"are":[44,55,81,93],"tested":[45],"their":[47],"physical":[48],"properties":[49,137,148],"ergonomic":[51],"simulations.":[52,186],"Design":[53],"schemata":[54,80,134],"found":[56,82],"and":[62,104,171,179,185],"used":[63,75],"generate":[65,142,178],"by":[68,83,97],"placing":[69],"constraints":[70],"on":[71,87],"parameters":[74],"in":[76,150],"program.":[78],"The":[79,154],"training":[84],"decision":[85],"trees":[86,103],"data":[90],"sets.":[91],"These":[92],"reverse":[95],"engineered":[96],"examining":[98],"structure":[100],"creating":[105],"schema":[107],"each":[109],"positive":[110],"leaf.":[111],"By":[112],"finding":[113],"range":[115,166],"schemata,":[117],"rather":[118],"than":[119],"single":[121],"solution,":[122],"maintain":[124],"diverse":[126],"space.":[128],"also":[131],"describes":[132],"how":[133],"different":[136],"can":[138],"be":[139],"combined":[140],"possess":[146],"all":[147],"required":[149],"brief.":[153],"is":[156],"shown":[157],"consistently":[159],"viable":[161],"designs,":[162],"covering":[163],"our":[168],"space,":[170],"demonstrates":[172],"significant":[174],"time":[175],"saving":[176],"over":[177],"test":[180]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"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"}
