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基于扩张原理的控制改进方法

中文摘要第5-7页
Abstract第7-8页
1 Introduction第12-18页
    1.1 Background第12-15页
    1.2 Motivation第15-16页
    1.3 Dissertation outline第16-18页
2 Local control improvement for continuous systems第18-28页
    2.1 General approach to approximate optimization第18-20页
    2.2 Optimal control problem第20-22页
    2.3 Control improvement algorithm第22-24页
    2.4 Modifications第24-25页
    2.5 Problems第25-28页
        2.5.1 Problem 1第25-27页
        2.5.2 Problem 2第27-28页
3 Local control improvement for discrete systems第28-39页
    3.1 Problem formulation and preliminary results第28-30页
    3.2 Control improvement第30-33页
        3.2.1 Derivation of the improvement algorithm第30-31页
        3.2.2 Iterative improvement algorithm第31-33页
    3.3 Transformations to discrete-continuous systems第33-35页
    3.4 Problems第35-39页
        3.4.1 Problem 1第35页
        3.4.2 Problem 2. Parallel reaction problem第35-36页
        3.4.3 Problem 3第36-39页
4 Multistage approximate control optimization procedure第39-70页
    4.1 Abstract optimization problem and principles of solving it第39-40页
    4.2 General optimal control problem for a continuous system第40-48页
        4.2.1 Constructing estimates for the boundaries of the admissible reachability set第45-48页
    4.3 Transforming a controllable differential system in the general form to a system with linear controls第48-51页
        4.3.1 Algorithm for convex hull construction第50-51页
    4.4 General scheme for an approximate study of the original problem第51-52页
    4.5 Problems第52-70页
        4.5.1 Problem 1第52-53页
        4.5.2 Problem 2第53-56页
        4.5.3 Problem 3. Optimal control for a medical process第56-65页
        4.5.4 Problem 4. Excitation transfer along a spin chain第65-70页
5 Global control improvement第70-91页
    5.1 Abstract iterative optimization scheme第70-73页
    5.2 Global control improvement for continuous systems第73-76页
    5.3 Global control improvement for discrete systems第76-79页
    5.4 Different implementations of global improvement methods第79-81页
    5.5 Problems第81-91页
        5.5.1 Problem 1. Controlling a linear oscillator第81-82页
        5.5.2 Problem 2. Nonlinear nonconvex problem with special modes第82-83页
        5.5.3 Problem 3. Classical nonconvex quadratic problem第83-84页
        5.5.4 Problem 4. Case of a degenerate second variation of the functional第84-85页
        5.5.5 Problem 5. Optimizing the control over treating a viral disease based on a simple model of the immune process第85-89页
        5.5.6 Problem 6第89-91页
6 Conclusions and expectations第91-94页
Appendix第94-105页
    A1. The extension principle第94-98页
    A2. Derivative and limit systems第98-102页
    A3. Theorem 4.1第102-105页
References第105-114页
Acknowledgements第114-115页
Resume第115-119页

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