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Analysis and Decision Making in Uncertain Systems

Posted By: AvaxGenius
Analysis and Decision Making in Uncertain Systems

Analysis and Decision Making in Uncertain Systems by Zdzislaw Bubnicki
English | PDF | 2004 | 377 Pages | ISBN : 1852337729 | 22.6 MB

Problems, methods and algorithms of decision making based on an uncertain knowledge now create a large and intensively developing area in the field of knowledge-based decision support systems. The main aim of this book is to present a unified, systematic description of analysis and decision problems in a wide class of uncertain systems described by traditional mathematical models and by relational knowledge representations. A part of the book is devoted to new original ideas introduced and developed by the author: the concept of uncertain variables and the idea of a learning process consisting in knowledge validation and updating.

Randomized Algorithms for Analysis and Control of Uncertain Systems

Posted By: AvaxGenius
Randomized Algorithms for Analysis and Control of Uncertain Systems

Randomized Algorithms for Analysis and Control of Uncertain Systems by Roberto Tempo , Fabrizio Dabbene , Giuseppe Calafiore
English | PDF(True) | 2005 | 350 Pages | ISBN : 1849968829 | 2.8 MB

Moving on from earlier stochastic and robust control paradigms, this book introduces the fundamentals of probabilistic methods in the analysis and design of uncertain systems. The use of randomized algorithms, guarantees a reduction in the computational complexity of classical robust control algorithms and in the conservativeness of methods like H-infinity control.