特集「AIによる電気機器の設計・解析技術」
木構造と強化学習による電気機器の設計データを活用した自動設計法
2022 年 30 巻 4 号 p. 379-383
詳細
2022 年 30 巻 4 号 p. 379-383
An automatic design method of electric machines has been developed based on tree structure and reinforcement learning. The decision process of electric machines designs is modeled as the tree structure, and values of the nodes are learned from the design data generated by expert designers. The candidate designs are automatically generated through the tree search based on the node values. The designers’ knowledge and experience can be utilized in this automatic design method through the learning of the node values.
