Document Type

Thesis Prep

Degree

B. ARCH

Date

Fall 2017

Keywords

semantic, digital, computation, object-oriented ontology, data-driven, architecture

Language

English

Disciplines

Architecture

Description/Abstract

Bill Bryson cited in 'A Short History of Nearly Everything' that "We live in a universe whose age we can't quite compute, surrounded by stars whose distances we don't altogether know, filled with matter we can't identify, operating in conformance with physical laws whose properties we don't truly understand." Using Big Data-Driven algorithm based on the Self-Organized Mapping (SOM) and Convolutionary Neural Network (CNN) to do the Computational Generative Form Design with huge complexities of Form Reality. The initiatively avoidance on the complexities of form has imprisoned architects' creativity.

Learning instinct of human being is seeking common information. Artificial intelligence is learning full-scale information.

Source

Local Input

Creative Commons License

Creative Commons Attribution-Noncommercial 4.0 License
This work is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 4.0 License.

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Architecture Commons

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