Knowlege-based expert systems and their application (tutorial session

Most of the CAE/CAD tasks are characterized as having large search spaces, because of this they have been resistive to traditional algorithmic approaches. In recent years the knowledge-based expert systems approach of Artificial Intelligence has promised a new solution. This tutorial provides: a background as to what are knowledge-based expert systems; the type of tasks where knowledge-based expert systems can be applied; and the process of building knowledge-based expert systems.

[1]  Barr and Feigenbaum Edward A. Avron,et al.  The Handbook of Artificial Intelligence , 1981 .

[2]  Marvin Minsky,et al.  A framework for representing knowledge , 1974 .

[3]  Frederick Hayes-Roth,et al.  AN OVERVIEW OF PATTERN-DIRECTED INFERENCE SYSTEMS , 1978 .

[4]  W.P. Birmingham,et al.  MICON: A Knowledge Based Single Board Computer Designer , 1984, 21st Design Automation Conference Proceedings.

[5]  Tom M. Mitchell,et al.  LEAP: A Learning Apprentice for VLSI Design , 1985, IJCAI.

[6]  Gary S. Kahn,et al.  MORE: An Intelligent Knowledge Acquisition Tool , 1985, IJCAI.

[7]  Gerald Jay Sussman,et al.  Heuristic techniques in computer-aided circuit analysis , 1975 .

[8]  Donald A. Waterman,et al.  Pattern-Directed Inference Systems , 1981, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[9]  Daniel P. Siewiorek,et al.  WEAVER: A Knowledge-Based Routing Expert , 1985, DAC 1985.

[10]  Milton R. Grinberg A Knowledge Based Design System for Digital Electronics , 1980, AAAI.

[11]  Charles L. Forgy,et al.  OPS5 user's manual , 1981 .

[12]  Frederick Hayes-Roth,et al.  Building expert systems , 1983, Advanced book program.

[13]  Nils J. Nilsson STRUCTURED OBJECT REPRESENTATIONS , 1982 .

[14]  David Robson,et al.  Smalltalk-80: The Language and Its Implementation , 1983 .

[15]  Jin Kim,et al.  TALIB: An IC Layout Design Assistant , 1983, AAAI.

[16]  Tom M. Mitchell,et al.  An Intelligent Aid for Circuit Redesign , 1983, AAAI.

[17]  Donald E. Thomas,et al.  The VLSI Design Automation Assistant: Prototype System , 1983, 20th Design Automation Conference Proceedings.

[18]  Tianran Wang,et al.  Knowledge Acquisition for Constructive Systems , 1985, IJCAI.

[19]  Randall Davis,et al.  Interactive Transfer of Expertise: Acquisition of New Inference Rules , 1993, IJCAI.

[20]  Keith Price,et al.  Review of "The Handbook of Artificial Intelligence Vol. 1 by Avron Barr & Edward A. Feigenbaum", William Kaufmann, Inc. 1981 , 1982, SGAR.

[21]  Nils J. Nilsson,et al.  Principles of Artificial Intelligence , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[22]  Louis I. Steinberg,et al.  The CRITTER System: Analyzing Digital Circuits by Propagating Behaviors and Specifications , 1982, AAAI.

[23]  Guy Rabbat Hardware and software concepts in VLSI , 1983 .