Optimal control /

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Bibliographic Details
Author / Creator:Lewis, Frank L.
Edition:3rd ed.
Imprint:Hoboken, N.J. : John Wiley & Sons, c2012.
Description:1 online resource.
Language:English
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/8779047
Hidden Bibliographic Details
Other authors / contributors:Vrabie, Draguna.
Syrmos, Vassilis L.
ISBN:9781118122709
1118122704
Notes:A.4 Matrix Calculus.
Description based on print version record.
Other form:Print version: Lewis, Frank L. Optimal Control Hoboken : John Wiley & Sons, c2012 9780470633496

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250 |a 3rd ed. 
260 |a Hoboken, N.J. :  |b John Wiley & Sons,  |c c2012. 
300 |a 1 online resource. 
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338 |a online resource  |b cr  |2 rdacarrier  |0 http://id.loc.gov/vocabulary/carriers/cr 
500 |a A.4 Matrix Calculus. 
505 0 |a Optimal Control; Contents; Preface; 1 Static Optimization; 1.1 Optimization without Constraints; 1.2 Optimization with Equality Constraints; 1.3 Numerical Solution Methods Problems; Problems; 2 Optimal Control of Discrete-Time Systems; 2.1 Solution of the General Discrete-Time Optimization Problem; 2.2 Discrete-Time Linear Quadratic Regulator; 2.3 Digital Control of Continuous-Time Systems; 2.4 Steady-State Closed-Loop Control and Suboptimal Feedback; 2.5 Frequency-Domain Results; Problems; 3 Optimal Control of Continuous-Time Systems; 3.1 The Calculus of Variations. 
505 8 |a 3.2 Solution of the General Continuous-Time Optimization Problem3.3 Continuous-Time Linear Quadratic Regulator; 3.4 Steady-State Closed-Loop Control and Suboptimal Feedback; 3.5 Frequency-Domain Results; Problems; 4 The Tracking Problem and Other LQR Extensions; 4.1 The Tracking Problem; 4.2 Regulator with Function of Final State Fixed; 4.3 Second-Order Variations in the Performance Index; 4.4 The Discrete-Time Tracking Problem; 4.5 Discrete Regulator with Function of Final State Fixed; 4.6 Discrete Second-Order Variations in the Performance Index; Problems. 
505 8 |a 5 Final-Time-Free And Constrained Input Control5.1 Final-Time-Free Problems; 5.2 Constrained Input Problems; Problems; 6 Dynamic Programming; 6.1 Bellman's Principle of Optimality; 6.2 Discrete-Time Systems; 6.3 Continuous-Time Systems; Problems; 7 Optimal Control for Polynomial Systems; 7.1 Discrete Linear Quadratic Regulator; 7.2 Digital Control of Continuous-Time Systems; Problems; 8 Output Feedback and Structured Control; 8.1 Linear Quadratic Regulator with Output Feedback; 8.2 Tracking a Reference Input; 8.3 Tracking by Regulator Redesign; 8.4 Command-Generator Tracker. 
505 8 |a 8.5 Explicit Model-Following Design8.6 Output Feedback in Game Theory and Decentralized Control; Problems; 9 Robustness And Multivariable Frequency-Domain Techniques; 9.1 Introduction; 9.2 Multivariable Frequency-Domain Analysis; 9.3 Robust Output-Feedback Design; 9.4 Observers and the Kalman Filter; 9.5 LQG/Loop-Transfer Recovery; 9.6 H8 DESIGN; Problems; 10 Differential Games; 10.1 Optimal Control Derived Using Pontryagin's Minimum Principle and the Bellman Equation; 10.2 Two-player Zero-sum Games; 10.3 Application of Zero-sum Games to H8 Control; 10.4 Multiplayer Non-zero-sum Games. 
505 8 |a 11 Reinforcement Learning and Optimal Adaptive Control11.1 Reinforcement Learning; 11.2 Markov Decision Processes; 11.3 Policy Evaluation and Policy Improvement; 11.4 Temporal Difference Learning and Optimal Adaptive Control; 11.5 Optimal Adaptive Control for Discrete-time Systems; 11.6 Integral Reinforcement Learning for Optimal Adaptive Control of Continuous-time Systems; 11.7 Synchronous Optimal Adaptive Control for Continuous-time Systems; Appendix a Review of Matrix Algebra; A.1 Basic Definitions and Facts; A.2 Partitioned Matrices; A.3 Quadratic Forms and Definiteness. 
588 |a Description based on print version record. 
650 0 |a Control theory.  |0 http://id.loc.gov/authorities/subjects/sh85031658 
650 0 |a Mathematical optimization.  |0 http://id.loc.gov/authorities/subjects/sh85082127 
650 7 |a Control theory.  |2 fast  |0 http://id.worldcat.org/fast/fst00877085 
650 7 |a Mathematical optimization.  |2 fast  |0 http://id.worldcat.org/fast/fst01012099 
700 1 |a Vrabie, Draguna. 
700 1 |a Syrmos, Vassilis L.  |0 http://id.loc.gov/authorities/names/n95031599  |1 http://viaf.org/viaf/65714983 
776 0 8 |i Print version:  |a Lewis, Frank L.  |t Optimal Control  |d Hoboken : John Wiley & Sons, c2012  |z 9780470633496 
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