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Switching and Learning in Feedback Systems

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Produktnummer: 188efeb39e6c92466eaafe8c05e4b4e896
Themengebiete: Monte Carlo Simulation Non-Para algorithmic learning algorithms calculus complexity dynamic systems learning machine learning modeling
Veröffentlichungsdatum: 31.01.2005
EAN: 9783540244578
Sprache: Englisch
Seitenzahl: 346
Produktart: Kartoniert / Broschiert
Herausgeber: Murray-Smith, Roderick Shorten, Robert
Verlag: Springer Berlin
Untertitel: European Summer School on Multi-Agent Control, Maynooth, Ireland, September 8-10, 2003, Revised Lectures and Selected Papers
Produktinformationen "Switching and Learning in Feedback Systems"
A central theme in the study of dynamic systems is the modelling and control of uncertain systems. While ‘uncertainty’ has long been a strong motivating factor behind many techniques developed in the modelling, control, statistics and mathematics communities, the past decade, in particular, has witnessed remarkable progress in this area with the emergence of a number of powerful newmethodsforbothmodellingandcontrollinguncertaindynamicsystems. The speci?c objective of this book is to describe and review some of these exciting new approaches within a single volume. Our approach was to invite some of the leading researchers in this area to contribute to this book by submitting both tutorial papers on their speci?c area of research, and to submit more focussed research papers to document some of the latest results in the area. We feel that collecting some of the main results together in this manner is particularly important as many of the important ideas that emerged in the past decade were derived in a variety of academic disciplines. By providing both tutorial and researchpaperswehopetobeabletoprovidetheinterestedreaderwithsu?cient background to appreciate some of the main concepts from a variety of related, but nevertheless distinct ?elds, and to provide a ?avor of how these results are currently being used to cope with ‘uncertainty. ’ It is our sincere hope that the availability of these results within a single volume will lead to further cro- fertilization of ideas and act as a spark for further research in this important area of applied mathematics.
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