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9780521885720

Exact and Approximate Controllability for Distributed Parameter Systems: A Numerical Approach

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  • ISBN13:

    9780521885720

  • ISBN10:

    0521885728

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2008-04-21
  • Publisher: Cambridge University Press

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Summary

This book investigates how a user or observer can influence the behavior of systems mathematically and computationally. A thorough mathematical analysis of controllability problems is combined with a detailed investigation of methods used to solve them numerically; these methods being validated by the results of numerical experiments. In the first part of the book, the authors discuss the mathematics and numerics relating to the controllability of systems modeled by linear and non-linear diffusion equations; Part two is dedicated to the controllability of vibrating systems, typical ones being those modeled by linear wave equations; and finally, part three covers flow control for systems governed by the Navier-Stokes equations modeling incompressible viscous flow. The book is accessible to graduate students in applied and computational mathematics, engineering and physics; it will also be of use to more advanced practitioners.

Table of Contents

Prefacep. xi
Introductionp. 1
What it is all about?p. 1
Motivationp. 2
Topologies and numerical methodsp. 3
Choice of the controlp. 4
Relaxation of the controllability notionp. 4
Various remarksp. 5
Diffusion Models
Distributed and pointwise control for linear diffusion equationsp. 9
First examplep. 9
Approximate controllabilityp. 12
Formulation of the approximate controllability problemp. 14
Dual problemp. 15
Direct solution to the dual problemp. 17
Penalty argumentsp. 19
L[superscript infinity] cost functions and bang-bang controlsp. 22
Numerical methodsp. 28
Relaxation of controllabilityp. 57
Pointwise controlp. 62
Further remarks (I): Additional constraints on the state functionp. 96
Further remarks (II): A bisection based memory saving method for the solution of time dependent control problems by adjoint equation based methodologiesp. 112
Further remarks (III): A brief introduction to Riccati equations based control methodsp. 117
Boundary controlp. 124
Dirichlet control (I): Formulation of the control problemp. 124
Dirichlet control (II): Optimality conditions and dual formulationsp. 126
Dirichlet control (III): Iterative solution of the control problemsp. 128
Dirichlet control (IV): Approximation of the control problemsp. 133
Dirichlet control (V): Iterative solution of the fully discrete dual problem (2.124)p. 143
Dirichlet control (VI): Numerical experimentsp. 146
Neumann control (I): Formulation of the control problems and synopsisp. 155
Neumann control (II): Optimality conditions and dual formulationsp. 163
Neumann control (III): Conjugate gradient solution of the dual problem (2.192)p. 176
Neumann control (IV): Iterative solution of the dual problem (2.208), (2.209)p. 178
Neumann control of unstable parabolic systems: a numerical approachp. 178
Closed-loop Neumann control of unstable parabolic systems via the Riccati equation approachp. 223
Control of the Stokes systemp. 231
Generalities. Synopsisp. 231
Formulation of the Stokes system. A fundamental controllability resultp. 231
Two approximate controllability problemsp. 234
Optimality conditions and dual problemsp. 234
Iterative solution of the control problem (3.19)p. 236
Time discretization of the control problem (3.19)p. 238
Numerical experimentsp. 239
Control of nonlinear diffusion systemsp. 243
Generalities. Synopsisp. 243
Example of a noncontrollable nonlinear systemp. 243
Pointwise control of the viscous Burgers equationp. 245
On the controllability and the stabilization of the Kuramoto-Sivashinsky equation in one space dimensionp. 259
Dynamic programming for linear diffusion equationsp. 277
Introduction. Synopsisp. 277
Derivation of the Hamilton-Jacobi-Bellman equationp. 278
Some remarksp. 279
Wave Models
Wave equationsp. 283
Wave equations: Dirichlet boundary controlp. 283
Approximate controllabilityp. 285
Formulation of the approximate controllability problemp. 286
Dual problemsp. 287
Direct solution of the dual problemp. 288
Exact controllability and new functional spacesp. 289
On the structure of space Ep. 291
Numerical methods for the Dirichlet boundary controllability of the wave equationp. 291
Experimental validation of the filtering procedure of Section 6.8.7 via the solution of the test problem of Section 6.8.5p. 315
Some references on alternative approximation methodsp. 319
Other boundary controlsp. 320
Distributed controls for wave equationsp. 328
Dynamic programmingp. 329
On the application of controllability methods to the solution of the Helmholtz equation at large wave numbersp. 332
Introductionp. 332
The Helmholtz equation and its equivalent wave problemp. 332
Exact controllability methods for the calculation of time-periodic solutions to the wave equationp. 334
Least-squares formulation of the problem (7.8)-(7.11)p. 334
Calculation of J'p. 336
Conjugate gradient solution of the least-squares problem (7.14)p. 337
A finite element-finite difference implementationp. 340
Numerical experimentsp. 341
Further comments. Description of a mixed formulation based variant of the controllability methodp. 349
A final commentp. 355
Other wave and vibration problems. Coupled systemsp. 356
Generalities and further referencesp. 356
Coupled Systems (I): a problem from thermo-elasticityp. 359
Coupled systems (II): Other systemsp. 367
Flow Control
Optimal control of systems modelled by the Navier-Stokes equations: Application to drag reductionp. 371
Introduction. Synopsisp. 371
Formulation of the control problemp. 373
Time discretization of the control problemp. 377
Full discretization of the control problemp. 379
Gradient calculationp. 384
A BFGS algorithm for solving the discrete control problemp. 388
Validation of the flow simulatorp. 389
Active control by rotationp. 394
Active control by blowing and suctionp. 408
Further comments on flow control and conclusionp. 419
Epiloguep. 426
Further Acknowledgementsp. 429
Referencesp. 430
Index of namesp. 450
Index of subjectsp. 454
Table of Contents provided by Ingram. All Rights Reserved.

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