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COMPOSER: A case-based reasoning system for engineering design

Published online by Cambridge University Press:  01 May 1998

Lisa Purvis
Affiliation:
Xerox Corporation, 800 Phillips Road, 207-01Z, Webster, NY 14580, USA . lpurvis@wrc.xerox.com
Pearl Pu
Affiliation:
Laboratoire d'Intelligence Artificielle & Robotique, Swiss Federal Institute of Technology (EPFL) MT-Ecublens, 1015 Lausanne, Switzerland. pu@lia.di.epfl.ch

Abstract

The frequent use of past experience by human engineers when solving new problems has led to an interest in the use of case based reasoning (CBR) to help automate engineering design. In engineering design it often occurs that many past exp eriences must be combined to solve a new problem, and thus the process of case based adaptation must efficiently and systematically combine information from many sources. We have developed a constraint based methodology for case combination that allows its application across a wide range of problems. We have shown that our approach provides an efficient adaptation methodology that ensures convergence upon a solution if one exists, provides a uniform representation of cases, and is generalizable beyond just one domain. Our technique is implemented in a case based reasoning system called COMPOSER, which ha s been tested in two design domains: assembly sequence design and configuration design.

Type
Research Article
Copyright
© 1998 Cambridge University Press

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