Artificial intelligence-aided design: Smart Design for sustainable city development (Record no. 11677)

MARC details
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fixed length control field 02595nab a2200289 4500
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control field 20210602113347.0
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Personal name Quan, Steven Jige
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Title Artificial intelligence-aided design: Smart Design for sustainable city development
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Name of publisher, distributor, etc Sage,
Date of publication, distribution, etc 2019.
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Pages Vol 46, Issue 8, 2019,(1581-1599 p.)
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Summary, etc Current planning and design decision support systems show limitations in the integration of design, science, and computation. Planning support systems with manual design and post-design evaluations impose major challenges in exploring huge design spaces. Generative design systems largely neglect the wicked nature of design problems and lack appropriate representation methods and simulation tools at the urban scale. To tackle those challenges, this research developed a Smart Design framework featuring urban design decision-making reinforced by artificial intelligence-aided design (AIAD). The Smart Design framework treats urban design as an emergent pattern formation processes with contextualized and dynamic objectives. The framework integrates design thinking, advanced artificial intelligence search techniques (e.g. genetic algorithms), urban scale performance simulations, and participation to better inform decision-making. Through four major stages, the framework combines the ideas of Science for Design and Design in Science. The significance and potential of the Smart Design framework are demonstrated in an urban design study of Gangnam superblocks in Seoul, South Korea. The study explores sustainable urban forms in the high-density, super-complex, and hyper-consumptive environment of Gangnam, which can also be found in many other Asian contexts. The case study illustrates how the framework identifies design solutions for sustainable city development in the process of participatory decision-making through the co-evolution of design problems and solutions.
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Subject Smart Design,
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Subject artificial intelligence-aided design (AIAD),
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Subject genetic algorithms,
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Subject energy efficient urban form,
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Subject planning support systems,
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Subject generative design
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Added Entry Personal Name Park, James
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Added Entry Personal Name Athanassios Economou
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Added Entry Personal Name Sugie Lee
773 0# - HOST ITEM ENTRY
Host Biblionumber 11590
Host Itemnumber 15512
Place, publisher, and date of publication Sage 2019.
Title Environment and Planning B: Urban Analytics and City Science
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Uniform Resource Identifier https://doi.org/10.1177/2399808319867946
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Koha item type Articles
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