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" Introduction to the Theory of Nonlinear Optimization "
by Johannes Jahn.
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BL
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| Record Number
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759291
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b579262
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| Main Entry
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by Johannes Jahn.
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| Title & Author
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Introduction to the Theory of Nonlinear Optimization\ by Johannes Jahn.
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| Publication Statement
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Berlin, Heidelberg : Springer Berlin Heidelberg, 1994
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(viii, 251 pages)
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| ISBN
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3662029855
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: 9783662029855
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| Contents
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Introduction and Problem Formulation --; Existence Theorems for Minimal Points: Problem Formulation --; Existence Theorems --; Set of Minimal Points --; Application to Approximation Problems --; Application to Optimal Control Problems --; Generalized Derivatives: Directional Derivative --; Gâteaux and Fréchet Derivatives --; Subdifferential --; Quasidifferential --; Clarke Derivative --; Tangent Cones: Definition and Properties --; Optimality Conditions --; A Lyusternik Theorem --; Generalized Lagrange Multiplier Rule: Problem Formulation --; Necessary Optimality Conditions --; Sufficient Optimality Conditions --; Application to Optimal Control Problems --; Duality: Problem Formulation --; Duality Theorems --; Saddle Point Theorems --; Linear Problems --; Application to Approximation Problems --; Direct Treatment of Special Optimization Problems: Linear Quadratic Optimal Control Problems --; Time Minimal Control Problems --; Appendices: Weak Convergence --; Reflexity of Banach Spaces --; Hahn-Banach Theorem --; Partially Ordered Linear Spaces.
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| Abstract
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This book serves as an introductory text to optimization theory in normed spaces. Topics of this book are existence results, various differentiability notions together with optimality conditions, the contingent cone, a generalization of the Lagrange multiplier rule, duality theory, and the investigation of linear quadratic and time minimal control problems. This book presents fundamentals with particular emphasis on the application to problems in the calculus of variations, approximation and optimal control theory. The reader is expected to have a basic knowledge of linear functional analysis.
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Mathematical optimization.
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Mathematics.
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Systems theory.
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Johannes Jahn
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