{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,2,11]],"date-time":"2024-02-11T11:19:11Z","timestamp":1707650351833},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643684888","type":"print"},{"value":"9781643684895","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,2,7]],"date-time":"2024-02-07T00:00:00Z","timestamp":1707264000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,2,7]]},"abstract":"<jats:p>Spatial layout design profoundly influences architectural development, yet traditional manual approaches suffer from limited solutions due to human cognitive constraints and cost-effectiveness consideration. This study explores selected advanced optimization algorithms\u2014Simulated Annealing Algorithm, Dijkstra Algorithm, Frei Otto\u2019s Woolthread Model, Slime Mould Algorithm, and Genetic Algorithms\u2014to enhance residential spatial layouts design. Prototypical cases of common residential planning and design challenges were utilized for the simulated experiments. Comparative analysis highlights Dijkstra\u2019s Algorithm and the Genetic Algorithm as optimal choices for path optimization and visual adjustments, contributing to the research on residential spatial layouts.<\/jats:p>","DOI":"10.3233\/faia231442","type":"book-chapter","created":{"date-parts":[[2024,2,9]],"date-time":"2024-02-09T14:28:52Z","timestamp":1707488932000},"source":"Crossref","is-referenced-by-count":0,"title":["Residential Spatial Layout Design Using Advanced Optimization Techniques"],"prefix":"10.3233","author":[{"given":"Yalong","family":"Mao","sequence":"first","affiliation":[{"name":"Architectural Design & Research Institute, South China University of Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhe","family":"Lai","sequence":"additional","affiliation":[{"name":"Senior Engineer, Ph.D., South China University of Technology, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zitong","family":"Chen","sequence":"additional","affiliation":[{"name":"B.E, Zhongkai University of Agriculture and Engineering, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaojie","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Architecture, Ph.D., South China University of Technology, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lukui","family":"Huang","sequence":"additional","affiliation":[{"name":"Guangxi University of Finance and Economics, Nanning, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Design Studies and Intelligence Engineering"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA231442","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,9]],"date-time":"2024-02-09T14:28:53Z","timestamp":1707488933000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA231442"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,2,7]]},"ISBN":["9781643684888","9781643684895"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia231442","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,2,7]]}}}