Modeling Multi-Level Systems, Octavian Iordache

Автор: Portinale Luigi & Codetta Raiteri Daniele
Название: Modeling And Analysis Of Dependable Systems: A Probabilistic Graphical Model Perspective
ISBN: 9814612030 ISBN-13(EAN): 9789814612036
Издательство: World Scientific Publishing
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Цена: 16632.00 р.
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Описание:

The monographic volume addresses, in a systematic and comprehensive way, the state-of-the-art dependability (reliability, availability, risk and safety, security) of systems, using the Artificial Intelligence framework of Probabilistic Graphical Models (PGM). After a survey about the main concepts and methodologies adopted in dependability analysis, the book discusses the main features of PGM formalisms (like Bayesian and Decision Networks) and the advantages, both in terms of modeling and analysis, with respect to classical formalisms and model languages.

Methodologies for deriving PGMs from standard dependability formalisms will be introduced, by pointing out tools able to support such a process. Several case studies will be presented and analyzed to support the suitability of the use of PGMs in the study of dependable systems.

Автор: Godfrey C Onwubolu
Название: Hybrid Self-Organizing Modeling Systems
ISBN: 3642101828 ISBN-13(EAN): 9783642101823
Издательство: Springer
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Цена: 23508.00 р.
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Описание: The Group Method of Data Handling (GMDH) is a typical inductive modeling method that is built on principles of self-organization for modeling complex systems. This book clearly presents hybrids of some computational intelligence techniques and GMDH approach.

Автор: Petraq J. Papajorgji; Panos M. Pardalos (Eds.)
Название: Advances in modeling agricultural systems
ISBN: 0387751807 ISBN-13(EAN): 9780387751801
Издательство: Springer
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Цена: 27251.00 р.
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Описание: Presents a review of advances in the mathematical modeling of agricultural systems. This book covers a broad spectrum of problems and applications based on internet and communications technology, as well as methodological approaches based on the integration of different simulation and data management tools.

Автор: Han-Xiong Li; Chenkun Qi
Название: Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems
ISBN: 9401782547 ISBN-13(EAN): 9789401782548
Издательство: Springer
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Цена: 16070.00 р.
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Описание: This volume provides a brief review of the previous work on model reduction and identification of DPS, and develops new spatio-temporal models and their relevant identification approaches. All modeling approaches are applied to industrial thermal processes.

Автор: Rouse William B
Название: Modeling and Visualization of Complex Systems and Enterprise
ISBN: 1118954130 ISBN-13(EAN): 9781118954133
Издательство: Wiley
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Цена: 16466.00 р.
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Описание: Explains multi-level models of enterprise systems and covers modeling methodology This book addresses the essential phenomena underlying the overall behaviors of complex systems and enterprises. Understanding these phenomena can enable improving these systems.