Research on the Development of Contemporary Design Intelligence Driven by Neural Network Technology

摘要

In the innovative age of synergy between design and technology, neural network has been popular in the research community, and has become a huge wave of technology trend for design intelligence, its unique characteristics of knowledge production for the design of intelligent areas to bring more possibilities. This paper provides a comprehensive survey and analysis, focusing on domestic and international research on neural network and design intelligence at present. Method Based on the extensive literature research, this paper analyzes the research progress of contemporary design intelligence driven by neural network. Result on the basis of current literatures related, this paper sums up the intelligent process of design based on neural network technology, three types of design intelligence and their typical application cases. It also briefly describes the intelligent design tool based on neural network technology. Moreover, it reviews in detail industrial application of neural network in intelligent design. Finally, this study highlights the existing problems and challenges in the field of design intelligence and discusses future development prospects. Hope to help design researchers and design workers in the future better apply neural network technology to enhance the design intelligence.