Lecture on the calculus of variations and optimal control theory
著者
書誌事項
Lecture on the calculus of variations and optimal control theory
AMS Chelsea Pub., 2000
- タイトル別名
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Optimal control theory
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注記
Reprint.
"The 1st ed. of this work was published at Philadelphia, Pa. in 1969. The 2nd ed. is textually identical with the 1st ed., except for the correction of errata. It is oublished at New York, N.Y. in 1980" -- t.p. verso
内容説明・目次
内容説明
This book is divided into two parts. The first addresses the simpler variational problems in parametric and nonparametric form. The second covers extensions to optimal control theory. The author opens with the study of three classical problems whose solutions led to the theory of calculus of variations. They are the problem of geodesics, the brachistochrone, and the minimal surface of revolution. He gives a detailed discussion of the Hamilton-Jacobi theory, both in the parametric and nonparametric forms. This leads to the development of sufficiency theories describing properties of minimizing extremal arcs. Next, the author addresses existence theorems. He first develops Hilbert's basic existence theorem for parametric problems and studies some of its consequences. Finally, he develops the theory of generalized curves and ""automatic"" existence theorems.In the second part of the book, the author discusses optimal control problems. He notes that originally these problems were formulated as problems of Lagrange and Mayer in terms of differential constraints. In the control formulation, these constraints are expressed in a more convenient form in terms of control functions. After pointing out the new phenomenon that may arise, namely, the lack of controllability, the author develops the maximum principle and illustrates this principle by standard examples that show the switching phenomena that may occur. He extends the theory of geodesic coverings to optimal control problems. Finally, he extends the problem to generalized optimal control problems and obtains the corresponding existence theorems.
目次
Volume I. Lectures on the Calculus of Variations: Generalities and typical problems The method of geodesic coverings Duality and local embedding Embedding in the large Hamiltonians in the large, convexity, inequalities and functional analysis Existence theory and its consequences Generalized curves and flows Appendix I: Some further basic notions of convexity and integration Appendix II: The variational significance and structure of generalized flows Volume II. Optimal Control Theory: The nature of control problems Naive optimal control theory The application of standard variational methods to optimal control Generalized optimal control References Index.
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