Control and Dynamic Systems
Advances in Theory and Applications
- 1st Edition, Volume 11 - November 30, 2014
- Latest edition
- Editor: C. T. Leondes
- Language: English
Control and Dynamic Systems: Advances in Theory and Applications reviews progress in the field of control and dynamic systems theory and applications. Topics include multistage… Read more
Control and Dynamic Systems: Advances in Theory and Applications reviews progress in the field of control and dynamic systems theory and applications. Topics include multistage models and fitting them to input/output data; computer-aided control systems design techniques; multilevel optimization of multiple arc trajectories; and nonlinear smoothing techniques. Solutions of dynamic games are also considered, and a survey of Soviet contributions to control theory is presented. Comprised of six chapters, this volume begins with a discussion on a number of important issues with respect to the modeling of a dynamic system, the beginning point for the resolution of the system synthesis problem. Issues with respect to the utilization of the Kalman filter as a concise model for the identification of a large class of dynamic systems are explored, along with computational and convergence issues. The application of computer-aided design techniques to control engineering problems is the subject of the next chapter. The book also evaluates multilevel systems optimization techniques and their application to a rather complex systems problem before concluding with an overview of the evolutionary growth of Soviet contributions to control theory. This monograph will be useful to mathematicians and engineers.
ContributorsPrefaceContent of Previous VolumesFitting Multistage Models to Input/Output Data I. Introduction II. Linear Models III. Identification of the Kalman Filter Model IV. Example V. Extensions VI. Summary and Conclusions ReferencesComputer Aided Control Systems Design Techniques I. Introduction II. Computational Techniques of Function Minimization III. Control System Design IV. Summary and Conclusions V. Appendices ReferencesMultilevel Optimization of Multiple Arc Trajectories I. Introduction II. Background III. General Formulation of Trajectory Decomposition IV. A Low Thrust Interplanetary Swingby Example V. Computational Aspects of the Low Thrust Swingby Example VI. Conclusions and Future Work ReferenceNonlinear Smoothing Techniques I. Introduction II. Exact Differential Equations for the Smoothing Problem III. The Approximation Problem IV. Linear Gaussian Case V. Approximations for the Nonlinear Case VI. Maximum Likelihood Smoothing VII. Extensions, Summary, and Areas for Future Study Bibliography Appendix: Summary of Principal ResultsToward the Synthesis of Solutions of Dynamic Games I. Introduction II. Problem Statement and Overview III. The Solution of Separable Static Games IV. Applications of Dual Cones to Dynamic Games V. Examples VI. Summary and Conclusions ReferencesA Survey of Soviet Contributions to Control Theory I. Introduction II. Dynamics of Linear Systems III. Non-Linear Systems IV. Optimal Control V. Learning Systems VI. Perspectives ReferencesSubject Index
- Edition: 1
- Latest edition
- Volume: 11
- Published: November 30, 2014
- Language: English
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