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Optimal control

Known as: Optimal control theory, Mathematical theory of optimal control, Optimal controller 
Optimal control theory, an extension of the calculus of variations, is a mathematical optimization method for deriving control policies. The method… Expand
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49 relations
APMonitorASTOSAutomatic controlBellman equation
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2019
Review
2019
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges
While machine learning and artificial intelligence have long been applied in networking research, the bulk of such works has… Expand
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Highly Cited
2007
Highly Cited
2007
Stochastic optimal control : the discrete time case
This research monograph is the authoritative and comprehensive treatment of the mathematical foundations of stochastic optimal… Expand
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Highly Cited
1998
Highly Cited
1998
A unified framework for hybrid control: model and optimal control theory
We propose a very general framework that systematizes the notion of a hybrid system, combining differential equations and… Expand
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Highly Cited
1997
Highly Cited
1997
Optimal Control and Viscosity Solutions of Hamilton-Jacobi-Bellman Equations
Preface.- Basic notations.- Outline of the main ideas on a model problem.- Continuous viscosity solutions of Hamilton-Jacobi… Expand
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Highly Cited
1995
Highly Cited
1995
Dynamic Programming and Optimal Control
The leading and most up-to-date textbook on the far-ranging algorithmic methododogy of Dynamic Programming, which can be used for… Expand
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Highly Cited
1987
Highly Cited
1987
Practical Methods for Optimal Control Using Nonlinear Programming
Preface 1. Introduction to nonlinear programming 2. Large, sparse nonlinear programming 3. Optimal control preliminaries 4. The… Expand
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Highly Cited
1979
Highly Cited
1979
Optimal Control: Linear Quadratic Methods
Part 1 Theory of the optimal regulator: the standard regulator problems I and II tracking systems. Part 2 Properties and… Expand
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Highly Cited
1979
Highly Cited
1979
Applied Optimal Control: Optimization, Estimation, and Control
This best-selling text focuses on the analysis and design of complicated dynamics systems. CHOICE called it "a high-level… Expand
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Highly Cited
1972
Highly Cited
1972
Linear Optimal Control Systems
In memory of my parents Yelnrda and Toua and to my wife Ilana R. S. PREFACE During the last few years modem linear control theory… Expand
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Highly Cited
1960
Highly Cited
1960
Contributions to the Theory of Optimal Control
THIS is one of the two ground-breaking papers by Kalman that appeared in 1960—with the other one (discussed next) being the… Expand
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