Qualitative Reasoning: Modeling and Simulation with Incomplete Knowledge (Artificial Intelligence)
Language: English
Published by Mit Pr, 1994
- Hardcover
- New
Seller: DeckleEdge LLC, Albuquerque, NM, U.S.A.DeckleEdge LLC
AbeBooks seller since September 28, 2023
Condition: New
£ 90.34
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Hardcover. Mit Pr, 1994. Ships in protective packaging. Questions welcome.
Seller Inventory # Shelfdream026211190X
- Title
- Qualitative Reasoning: Modeling and Simulation with Incomplete Knowledge (Artificial Intelligence)
- Author
- Kuipers, Benjamin
- Publisher
- Mit Pr
- Publication year
- 1994
- Condition
- new
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 026211190X
- ISBN 13
- 9780262111904
Qualitative models are better able than traditional models to express states of incomplete knowledge about continuous mechanisms. Qualitative simulation guarantees to find all possible behaviors consistent with the knowledge in the model. This expressive power and coverage is important in problem solving for diagnosis, design, monitoring, explanation, and other applications of artificial intelligence.
The framework is built around the QSIM algorithm for qualitative simulation and the QSIM representation for qualitative differential equations, both of which are carefully grounded in continuous mathematics. Qualitative simulation draws on a wide range of mathematical methods to keep a complete set of predictions tractable, including the use of partial quantitative information. Compositional modeling and component-connection methods for building qualitative models are also discussed in detail.
Qualitative Reasoning is primarily intended for advanced students and researchers in AI or its applications. Scientists and engineers who have had a solid introduction to AI, however, will be able to use this book for self-instruction in qualitative modeling and simulation methods.
Artificial Intelligence series
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About the Author
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DeckleEdge LLC
Albuquerque, NM, U.S.A.
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