Title :
Use of multiple cases in case-based design
Author :
Tanaka, Toshikazu ; Hattori, Masakazu ; Sueda, Naomichi
Author_Institution :
Toshiba Corp., Kawasaki, Japan
Abstract :
A framework of case-based design and its application to the mechanical design of induction motors are described. In the proposed framework, the use of multiple cases is essential in reducing the problem-solving complexity and ameliorating the knowledge acquisition bottleneck. Two subproblem generation processes are introduced: case-based reduction and goal-directed decomposition. In order to implement these processes effectively, a design model is introduced which maps requirement differences to the part of the design to be modified, and a decomposition algorithm is applied which takes into account the retrieval possibility and interaction occurrence. In a preliminary evaluation, the motor design system´s performance was found to be as good as that of a human designer
Keywords :
CAD; case-based reasoning; knowledge acquisition; mechanical engineering computing; case-based design; case-based reasoning; case-based reduction; goal-directed decomposition; induction motor mechanical design; knowledge acquisition bottleneck; problem-solving complexity; Algorithm design and analysis; Application software; Artificial intelligence; Computer aided software engineering; Humans; Induction motors; Knowledge acquisition; Problem-solving; Prototypes; Software engineering;
Conference_Titel :
Artificial Intelligence for Applications, 1992., Proceedings of the Eighth Conference on
Conference_Location :
Monterey, CA
Print_ISBN :
0-8186-2690-9
DOI :
10.1109/CAIA.1992.200035