Application of Stepwise Multiple Regression to Design Optimization of Electric Machine
Shimpei Sonoda, Yasuhito Takahashi, Kenji Kawagishi, Naoki Nishida, Shinji Wakao · IEEE Transactions on Magnetics · 2007
This paper proposes the variables screening technique based on the stepwise multiple regression in multiobjective design optimization. This approach enables us to efficiently select the design variables that have a sufficient effect on machine performance. Some numerical results that demonstrate the validity of the proposed method are also presented