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Artificial Intelligence in Reactive Scheduling : IFIP Advances in Information and Communication Technology - Roger M. Kerr

Artificial Intelligence in Reactive Scheduling

IFIP Advances in Information and Communication Technology

By: Roger M. Kerr (Editor), Elizabeth Szelke (Editor)

Hardcover

Published: 31st July 1995
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This volume contains a collection of papers presented at the Second International Workshop on Knowledge-based Reactive Scheduling, organized by the International Federation for Information Processing and held in Hungary, Budapest in June 1994. Most of the papers in the book have been modified as a result of workshop discussions, and additional papers have also been included. The book reports a variety of advanced techniques and distributed problem-solving architectures for reactive scheduling. It encompasses state-of-the-art developments in Al-based reactive scheduling for real-time operation management in manufacturing shop floors. The papers in the volume reflect considerable on-going research, including learning approaches to increase problem-solving efficiency, knowledge acquisition, neural networks and case-based reasoning.

Foreword
Directing an opportunistic scheduler: an empirical investigation on reactive scenariosp. 1
From reactive to active scheduling by using multi-agentsp. 12
REAKTION: a system for event independent reactive schedulingp. 19
Case-based reactive schedulingp. 32
On-line algorithms for reactive schedulingp. 51
A blackboard based perspective of reactive schedulingp. 60
A holistic control architecture infrastructure for dynamic schedulingp. 78
A knowledge-based tool for reactive schedulingp. 95
Learning to schedule and unbalance production using simulation and rule inductionp. 115
Experiments with a distributed architecture for predictive scheduling and execution monitoringp. 129
Using neural networks for reactive schedulingp. 146
Knowledge acquisition for reactive schedulingp. 156
Keyword indexp. 165
Index of contributorsp. 166
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780412729003
ISBN-10: 0412729008
Series: IFIP Advances in Information and Communication Technology
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 166
Published: 31st July 1995
Publisher: Chapman and Hall
Country of Publication: GB
Dimensions (cm): 23.4 x 15.6  x 1.1
Weight (kg): 0.96