Application of neural networks in architectural design

Abstract

The article discusses the currently topical issue of neural networks and their applications in architecture. The history of emergence and development of neural networks is overviewed, and the creation of the first prototypes that are functionally close to modern ones is analyzed. The applications of machine learning based on neural networks in the field of architectural design are identified, and a number of the most widely used methods of their use are considered. In conclusion, the methods of using machine learning for algorithmizing architectural design that have already been implemented and are relatively widespread in design consultancies are considered in more detail.

Keywords

• neural networks
• neuronetworks
• architecture
• architectural design