基于机器学习与环境性能优化导向的住区智能生成方法研究

Research on the intelligent residential generation method based on machine learning and environmental performance optimization

从住区环境性能的综合提升出发,探讨其创新设计模式,提出生成设计的方法,并结合环境性能模拟、机器学习、多目标优化等技术,开展相应研究。

This study explores the innovative design model of residential area for the purpose of comprehensive improvement of the environmental performance,proposes a generative design method,and conducts corresponding research in combination with environmental performance simulation,machine learning,multi-objective optimization and other technologies.