Research in control and estimation of distributed parameter systems encompasses a wide range of applications including both fundamental science and emerging technologies. These expository papers provide substantial stimulus to both young researchers and experienced investigators in control theory. T
Applied Interval Analysis: With Examples in Parameter and State Estimation, Robust Control and Robotics
β Scribed by Luc Jaulin PhD, Michel Kieffer PhD, Olivier Didrit PhD, Γric Walter PhD (auth.)
- Publisher
- Springer-Verlag London
- Year
- 2001
- Tongue
- English
- Leaves
- 381
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
At the core of many engineering problems is the solution of sets of equaΒ tions and inequalities, and the optimization of cost functions. Unfortunately, except in special cases, such as when a set of equations is linear in its unΒ knowns or when a convex cost function has to be minimized under convex constraints, the results obtained by conventional numerical methods are only local and cannot be guaranteed. This means, for example, that the actual global minimum of a cost function may not be reached, or that some global minimizers of this cost function may escape detection. By contrast, interval analysis makes it possible to obtain guaranteed approximations of the set of all the actual solutions of the problem being considered. This, together with the lack of books presenting interval techniques in such a way that they could become part of any engineering numerical tool kit, motivated the writing of this book. The adventure started in 1991 with the preparation by Luc Jaulin of his PhD thesis, under Eric Walter's supervision. It continued with their joint supervision of Olivier Didrit's and Michel Kieffer's PhD theses. More than two years ago, when we presented our book project to Springer, we naively thought that redaction would be a simple matter, given what had already been achieved . . .
β¦ Table of Contents
Front Matter....Pages i-xvi
Front Matter....Pages 1-1
Introduction....Pages 3-7
Front Matter....Pages 9-9
Interval Analysis....Pages 11-43
Subpavings....Pages 45-63
Contractors....Pages 65-101
Solvers....Pages 103-137
Front Matter....Pages 139-139
Estimation....Pages 141-185
Robust Control....Pages 187-223
Robotics....Pages 225-268
Front Matter....Pages 269-269
Automatic Differentiation....Pages 271-286
Guaranteed Computation with Floating-point Numbers....Pages 287-299
Do It Yourself....Pages 301-351
Back Matter....Pages 353-379
β¦ Subjects
Software Engineering/Programming and Operating Systems; Computational Intelligence; Math Applications in Computer Science; Systems Theory, Control
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