{"id":"https://openalex.org/W2107813623","doi":"https://doi.org/10.1002/int.4550070804","title":"Application of a neural network to a design optimization process","display_name":"Application of a neural network to a design optimization process","publication_year":1992,"publication_date":"1992-12-01","ids":{"openalex":"https://openalex.org/W2107813623","doi":"https://doi.org/10.1002/int.4550070804","mag":"2107813623"},"language":"en","primary_location":{"id":"doi:10.1002/int.4550070804","is_oa":false,"landing_page_url":"https://doi.org/10.1002/int.4550070804","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","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/A5068674421","display_name":"A. Zandi-nia","orcid":null},"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":true,"raw_author_name":"A. Zandi-nia","raw_affiliation_strings":["Department of Mathematics & Informatics, Delft University of Technology, Delft, the Netherlands","Department of Mathematics & Informatics, Delft University of Technology, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics & Informatics, Delft University of Technology, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Department of Mathematics & Informatics, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003790443","display_name":"Henk Koppelaar","orcid":"https://orcid.org/0000-0001-7487-6564"},"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":"H. Koppelaar","raw_affiliation_strings":["Department of Mathematics & Informatics, Delft University of Technology, Delft, the Netherlands","Department of Mathematics & Informatics, Delft University of Technology, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics & Informatics, Delft University of Technology, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Department of Mathematics & Informatics, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068674421"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":null,"fwci":0.5353,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74745436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"8","first_page":"743","last_page":"763"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.9186000227928162,"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/T13518","display_name":"Architecture and Computational Design","score":0.9135000109672546,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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":0.7252733111381531},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6267421245574951},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.5311101078987122},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5161710381507874},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.4810231328010559},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4602985978126526},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45922863483428955},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.44859305024147034},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44512248039245605},{"id":"https://openalex.org/keywords/network-planning-and-design","display_name":"Network planning and design","score":0.43513721227645874},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3906038701534271},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32102125883102417},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16539621353149414},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14281263947486877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7252733111381531},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6267421245574951},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.5311101078987122},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5161710381507874},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.4810231328010559},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4602985978126526},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45922863483428955},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.44859305024147034},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44512248039245605},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.43513721227645874},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3906038701534271},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32102125883102417},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16539621353149414},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14281263947486877},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/int.4550070804","is_oa":false,"landing_page_url":"https://doi.org/10.1002/int.4550070804","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6499999761581421,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W289732966","https://openalex.org/W1574303240","https://openalex.org/W1597286183","https://openalex.org/W2010526455","https://openalex.org/W2010863474","https://openalex.org/W2011039300","https://openalex.org/W2112246162","https://openalex.org/W2128084896","https://openalex.org/W2314240464","https://openalex.org/W2479632476","https://openalex.org/W6679062898"],"related_works":["https://openalex.org/W1525389557","https://openalex.org/W2361554335","https://openalex.org/W2359992618","https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W2164188042","https://openalex.org/W4306878646","https://openalex.org/W2054495636","https://openalex.org/W2031913815"],"abstract_inverted_index":{"This":[0,152],"article":[1,153,271],"discusses":[2],"the":[3,15,66,78,87,96,135,141,155,158,189,197,201,207,213,235,260,285,289],"implementation":[4,205,286],"of":[5,8,24,32,41,50,53,56,62,80,118,140,157,166,200,206,212,215,234,305],"a":[6,12,42,82,109,113,246],"class":[7],"design":[9,75,107,143,217],"problems":[10,218],"in":[11,60,77,131,162,191,256],"neural":[13,159,202],"network.":[14],"problems,":[16],"identified":[17],"at":[18],"an":[19,73],"abstract":[20],"(i.e.,":[21],"connectivity)":[22],"level":[23],"building":[25,43,167],"design,":[26],"are":[27,65,263],"characterized":[28],"as":[29],"optimization":[30,306],"types":[31],"problems.":[33,231,307],"Architects":[34],"often":[35,58],"have":[36,101,121],"to":[37,47,104,170,186,266,298,302],"generate":[38],"floor-plan":[39,106],"layouts":[40],"optimized":[44],"with":[45,168,184,219],"respect":[46,169,185],"several":[48],"points":[49,55],"view.":[51],"Examples":[52],"these":[54,119],"view,":[57],"stated":[59],"terms":[61],"normative":[63],"requirements,":[64],"social":[67,172],"norms:":[68],"community,":[69],"privacy,":[70],"and":[71,93,149,223,237,251,274,294],"circulation-cost.":[72],"architectural":[74,142],"problem":[76,269],"presence":[79],"even":[81],"single":[83,110,187],"norm":[84,111],"from":[85,196,284],"among":[86],"above":[88],"norms":[89],"is":[90,254,295],"computationally":[91],"hard":[92],"intractable.":[94],"During":[95],"last":[97],"four":[98],"decades":[99],"there":[100],"been":[102,123,178],"attempts":[103,120],"automate":[105],"considering":[108],"or":[112],"limited":[114],"number":[115],"norms.":[116,173,188],"Most":[117],"traditionally":[122],"based":[124],"on":[125,180],"combinatorial":[126],"enumeration":[127],"methods.":[128],"Recent":[129],"progress":[130],"AI":[132],"has":[133,177],"paved":[134],"way":[136],"for":[137,204,229,248,258,279],"intelligent":[138],"handling":[139],"processes":[144],"using":[145],"knowledge-based":[146],"system":[147],"technology":[148],"heuristics":[150],"programming.":[151],"examines":[154],"possibility":[156],"networks":[160],"approach":[161,242,290],"generating":[163],"connectivity":[164],"patterns":[165],"specific":[171],"Our":[174],"first":[175],"attempt":[176],"focused":[179],"linear-tree":[181],"type":[182],"designs":[183],"idea":[190],"this":[192,220,241,268,270],"work":[193],"was":[194],"borrowed":[195],"Hopfield":[198,222],"model":[199],"network":[203,236],"Traveling":[208],"Salesman":[209],"Problem,":[210],"because":[211],"similarity":[214],"our":[216],"problem.":[221],"other":[224,303],"researchers":[225],"used":[226],"constant":[227],"parameters":[228,262,276],"different-sized":[230],"Close":[232],"examination":[233],"experiments":[238],"revealed":[239],"that":[240,277,288],"does":[243],"not":[244,264],"guarantee":[245],"convergence":[247],"every":[249],"case,":[250],"chaotic":[252],"behavior":[253],"expected":[255],"cases":[257],"which":[259],"chosen":[261],"appropriate.":[265],"overcome":[267],"suggests":[272],"problem-dependent":[273],"problem-size-dependent":[275],"vary":[278],"each":[280],"case.":[281],"Test":[282],"results":[283,293],"convey":[287],"yields":[291],"satisfactory":[292],"worth":[296],"it":[297],"explore":[299],"its":[300],"application":[301],"classes":[304]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
