Book description
TREAT: A New and Efficient Match Algorithm for AI Production Systems describes the architecture and software systems embodying the DADO machine, a parallel tree-structured computer designed to provide significant performance improvements over serial computers of comparable hardware complexity in the execution of large expert systems implemented in production system form.This book focuses on TREAT as a match algorithm for executing production systems that is presented and comparatively analyzed with the RETE match algorithm. TREAT, originally designed specifically for the DADO machine architecture, handles efficiently both temporally redundant and non-temporally redundant production system programs.
This publication is suitable for developers and specialists interested in match algorithms for AI production systems.
Table of contents
- Front Cover
- Treat: A New and Efficient Match Algorithm for AI Production Systems
- Copyright Page
- Table of Contents
- List of Figures
- Acknowledgements
- Abstract
- Chapter 1. Introduction
- Chapter 2. Background
- Chapter 3. The Design of Production System Algorithms
- Chapter 4. TREAT: A New Match Algorithm
- Chapter 5. The DADO Machine
- Chapter 6. Other Parallel AI Machines
-
Chapter 7. The Parallel Implementation of OPS5 on DADO
- 7.1 Related Parallel Production System Efforts
- 7.2 Limitations of OPS5 as a Production System Model
- 7.3 The Parallel Implementation of TREAT
- 7.4 Expected Performance
- 7.5 Parallelism and the Three Phases of the Production System Cycle (1/2)
- 7.5 Parallelism and the Three Phases of the Production System Cycle (2/2)
- 7.6 Conclusions
- Chapter 8. Conclusions and Future Research
- Appendix A: LISP Code for Seed Ordered TREAT (1/2)
- Appendix A: LISP Code for Seed Ordered TREAT (2/2)
- Appendix B: Implementation Outline for PM-level TREAT in PPSL
- References (1/2)
- References (2/2)
Product information
- Title: TREAT
- Author(s):
- Release date: July 2014
- Publisher(s): Morgan Kaufmann
- ISBN: 9781483258898
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