Knowledge-Based Simulation
Methodology and Application
Published on 17. December 1990
Book
Paperback/Softback
XV, 293 pages
978-0-387-97374-6 (ISBN)
Description
Knowledge-Based Simulation: Methodology and Application
represents a recent compilation of research material that reviews fundamental concepts of simulation methodology and knowledge-based simulation applications. Knowledge-based simulation represents a new and exciting bridge area linking the fields of computer simulation and artificial intelligence. This book will appeal to both theorists and practitioners who require simulation to solve complex problems. A primary attraction of the book is its emphasis on both methodology and applications. In this way, the reader can explore new methods for encoding knowledge-inten- sive information into a simulation model, and new applications that utilize these methods.
More details
Series
Edition
1991 ed.
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
Research
Illustrations
6 s/w Abbildungen
XV, 293 p. 6 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 17 mm
Weight
476 gr
ISBN-13
978-0-387-97374-6 (9780387973746)
DOI
10.1007/978-1-4612-3040-3
Schweitzer Classification
Other editions
Additional editions
E-Book
12/2012
Springer
€96.29
Available for download
Content
I. Methodology.- 1. Application of Artificial Intelligence Techniques to Simulation.- 2. The DEVS-Scheme Modelling and Simulation Environment.- 3. Methods for Qualitative Modeling in Simulation.- 4. Dynamic Templates and Semantic Rules for Simulation Advisors and Certifiers.- 5. Knowledge Acquisition Based on Representation (KAR) for Design Model Development.- 6. Automatic Model Generation for Troubleshooting.- 7. From CAD/CAM to Simulation: Automatic Model Generation for Mechanical Devices.- II. Application.- 8. Knowledge-Based Simulation at the RAND Corporation.- 9. An Architecture for High-Level Human Task Animation Control.- 10. The Acquisition of Cognitive Simulation Models: A Knowledge-Based Training Approach.- 11. Strategic Automatic Discovery System (STRADS).- 12. Uncertainty Management in Battle-Planning Software.- Biographies.