Produktbild: Optimal Control

Optimal Control

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Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

06.01.2012

Verlag

John Wiley & Sons

Seitenzahl

552

Maße (L/B/H)

24,9/16,4/3,5 cm

Gewicht

879 g

Auflage

3rd edition

Sprache

Englisch

ISBN

978-0-470-63349-6

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

06.01.2012

Verlag

John Wiley & Sons

Seitenzahl

552

Maße (L/B/H)

24,9/16,4/3,5 cm

Gewicht

879 g

Auflage

3rd edition

Sprache

Englisch

ISBN

978-0-470-63349-6

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Optimal Control
  • PREFACE xi
     
    1 STATIC OPTIMIZATION 1
     
    1.1 Optimization without Constraints / 1
     
    1.2 Optimization with Equality Constraints / 4
     
    1.3 Numerical Solution Methods / 15
     
    Problems / 15
     
    2 OPTIMAL CONTROL OF DISCRETE-TIME SYSTEMS 19
     
    2.1 Solution of the General Discrete-Time Optimization Problem / 19
     
    2.2 Discrete-Time Linear Quadratic Regulator / 32
     
    2.3 Digital Control of Continuous-Time Systems / 53
     
    2.4 Steady-State Closed-Loop Control and Suboptimal Feedback / 65
     
    2.5 Frequency-Domain Results / 96
     
    Problems / 102
     
    3 OPTIMAL CONTROL OF CONTINUOUS-TIME SYSTEMS 110
     
    3.1 The Calculus of Variations / 110
     
    3.2 Solution of the General Continuous-Time Optimization Problem / 112
     
    3.3 Continuous-Time Linear Quadratic Regulator / 135
     
    3.4 Steady-State Closed-Loop Control and Suboptimal Feedback / 154
     
    3.5 Frequency-Domain Results / 164
     
    Problems / 167
     
    4 THE TRACKING PROBLEM AND OTHER LQR EXTENSIONS 177
     
    4.1 The Tracking Problem / 177
     
    4.2 Regulator with Function of Final State Fixed / 183
     
    4.3 Second-Order Variations in the Performance Index / 185
     
    4.4 The Discrete-Time Tracking Problem / 190
     
    4.5 Discrete Regulator with Function of Final State Fixed / 199
     
    4.6 Discrete Second-Order Variations in the Performance Index / 206
     
    Problems / 211
     
    5 FINAL-TIME-FREE AND CONSTRAINED INPUT CONTROL 213
     
    5.1 Final-Time-Free Problems / 213
     
    5.2 Constrained Input Problems / 232
     
    Problems / 257
     
    6 DYNAMIC PROGRAMMING 260
     
    6.1 Bellman's Principle of Optimality / 260
     
    6.2 Discrete-Time Systems / 263
     
    6.3 Continuous-Time Systems / 271
     
    Problems / 283
     
    7 OPTIMAL CONTROL FOR POLYNOMIAL SYSTEMS 287
     
    7.1 Discrete Linear Quadratic Regulator / 287
     
    7.2 Digital Control of Continuous-Time Systems / 292
     
    Problems / 295
     
    8 OUTPUT FEEDBACK AND STRUCTURED CONTROL 297
     
    8.1 Linear Quadratic Regulator with Output Feedback / 297
     
    8.2 Tracking a Reference Input / 313
     
    8.3 Tracking by Regulator Redesign / 327
     
    8.4 Command-Generator Tracker / 331
     
    8.5 Explicit Model-Following Design / 338
     
    8.6 Output Feedback in Game Theory and Decentralized Control / 343
     
    Problems / 351
     
    9 ROBUSTNESS AND MULTIVARIABLE FREQUENCY-DOMAIN TECHNIQUES 355
     
    9.1 Introduction / 355
     
    9.2 Multivariable Frequency-Domain Analysis / 357
     
    9.3 Robust Output-Feedback Design / 380
     
    9.4 Observers and the Kalman Filter / 383
     
    9.5 LQG/Loop-Transfer Recovery / 408
     
    9.6 H infinity DESIGN / 430
     
    Problems / 435
     
    10 DIFFERENTIAL GAMES 438
     
    10.1 Optimal Control Derived Using Pontryagin's Minimum Principle and the Bellman Equation / 439
     
    10.2 Two-player Zero-sum Games / 444
     
    10.3 Application of Zero-sum Games to H infinity Control / 450
     
    10.4 Multiplayer Non-zero-sum Games / 453
     
    11 REINFORCEMENT LEARNING AND OPTIMAL ADAPTIVE CONTROL 461
     
    11.1 Reinforcement Learning / 462
     
    11.2 Markov Decision Processes / 464
     
    11.3 Policy Evaluation and Policy Improvement / 474
     
    11.4 Temporal Difference Learning and Optimal Adaptive Control / 489
     
    11.5 Optimal Adaptive Control for Discrete-time Systems / 490
     
    11.6 Integral Reinforcement Learning for Optimal Adaptive Control of Continuous-time Systems / 503
     
    11.7 Synchronous Optimal Adaptive Control for Continuous-time Systems / 513
     
    APPENDIX A REVIEW OF MATRIX A