Advances in Control Systems

Advances in Control Systems

Theory and Applications

1st Edition - January 1, 1968

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  • Editor: C. T. Leondes
  • eBook ISBN: 9781483194639

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Description

Advances in Control Systems: Theory and Applications, Volume 6 provides information pertinent to the significant progress in the field of control and systems theory and applications. This book presents the higher level of automata, which represent the embodiment of the application of artificial intelligence techniques to control system design and may be described as self-organizing systems. Organized into four chapters, this volume begins with an overview of the existing technology in learning control system. This text then demonstrates how to apply artificial intelligence techniques to the designs of off-line and on-line learning control systems. Other chapters consider the decomposition methods and the associated multilevel optimization techniques applicable to control system optimization problems. This book discusses as well the complex optimal system control problems applied to the trajectory optimization problem. The final chapter deals with systems described by partial differential equations. This book is a valuable resource for control system engineers.

Table of Contents


  • Contributors

    Preface

    Contents of Previous Volumes

    The Application of Techniques of Artificial Intelligence to Control System Design

    I. Introduction

    II. Survey of Learning Control Systems

    III. A Spacecraft Application for On-Line-Learning Control

    IV. Synthesis of a Closed-Loop, Time, Suboptimal Controller by Off-Line Training Techniques

    References

    Bibliography

    Controllability and Observability of Linear, Stochastic, Time-Discrete Control Systems

    I. Formulation of the General Problem

    II. Optimal Control of Linear Time-Discrete Systems

    III. Controllability of Linear, Time-Discrete Systems

    IV. The Duality Principle, Observability and the Kaiman Filter

    V. Conclusions and Summary

    List of Symbols

    References

    Multilevel Optimization Techniques with Application to Trajectory Decomposition

    I. Introduction

    II. Static Systems

    III. Dynamic Systems

    IV. Trajectory Decomposition and Multilevel Optimization

    V. Appendices

    References

    Optimal Control Theory Applied to Systems Described by Partial Differential Equations

    I. Problem Description and Background

    II. Analytical Treatment of Partial Differential Equations

    III. Controllability of Distributed Parameter Systems

    IV. Analysis of Optimal Control Problems

    V. Analytical Solutions of Some Optimal Control Problems

    VI. A Geometrical Interpretation of the Optimization Problems and Some Algorithms for Their Numerical Solution

    VII. Concluding Remarks

    References

    Author Index

    Subject Index

Product details

  • No. of pages: 336
  • Language: English
  • Copyright: © Academic Press 1968
  • Published: January 1, 1968
  • Imprint: Academic Press
  • eBook ISBN: 9781483194639

About the Editor

C. T. Leondes

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