Knowledge-Based Simulation: Methodology and Application (Advances in Simulation (4))

Richard B. Modjeski, Paul A. Fishwick

ISBN 10: 0387973745 / ISBN 13: 9780387973746

Editore: Springer New York, 1990

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Dati bibliografici

• Titolo: Knowledge-Based Simulation: Methodology and Application (Advances in Simulation (4))
• Editore: Springer New York
• Data di pubblicazione: 1990
• Lingua: Inglese
• ISBN 10: 0387973745
• ISBN 13: 9780387973746
• Rilegatura: Paperback
• Condizione: Like New
• Tipo di libro: book

Descrizione articolo

Riassunto

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.

Contenuti

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.