Integrating Marker Passing and Problem Solving : A Spreading Activation Approach to Improved Choice in Planning

by Hendler; James A.

• ISBN13: 9780898599824
• ISBN10: 0898599822
• eBook ISBN(s): 9781317766605
• Format: Hardcover
• Copyright: 1987-11-01
• Publisher: Lawrence Erlbau
• More Book Details

Summary

A recent area of interest in the Artificial Intelligence community has been the application of massively parallel algorithms to enhance the choice mechanism in traditional AI problems. This volume provides a detailed description of how marker-passing -- a parallel, non-deductive, spreading activation algorithm -- is a powerful approach to refining the choice mechanisms in an AI problem-solving system. The author scrutinizes the design of both the algorithm and the system, and then reviews the current literature and research in planning and marker passing. Also included: a comparison of this computer model with some standard cognitive models, and a comparison of this model to the "connectionist" approach.

Table of Contents

Preface	p. vii
Acknowledgements	p. ix
Foundations	p. 1
Introduction	p. 7
on Problem-Solving and Planning	p. 37
on Marker-Passing and Spreading Activation	p. 57
Integrating Marker-Passing and Problem-Solving	p. 73
Inside the Path Evaluator	p. 110
Notes	p. 154
C-Scraps -- Adding Concurrency	p. 159
Cognitive Aspects	p. 181
Conclusion	p. 204
On Marker-Passing and Connectionism	p. 205
Scraps in Action	p. 228
Conclusion	p. 264
Bilbliography	p. 285
Author Index	p. 297
Subject Index	p. 301
Table of Contents provided by Publisher. All Rights Reserved.