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A First Course in Optimization Theory

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A First Course in Optimization Theory
Rangarajan K. Sundaram, Stern School of Business, New York
Publication date
Digital publication date: 05 June 2012
Physical publication date: 29 August 1996
This book, first published in 1996, introduces students to optimization
theory and its use in economics and allied disciplines. The first of its
three parts examines the existence of solutions to optimization
problems in Rn, and how these solutions may be identified. The second
part explores how solutions to optimization problems change with
changes in the underlying parameters, and the last part provides an
extensive description of the fundamental principles of finite- and
infinite-horizon dynamic programming. Each chapter contains a
number of detailed examples explaining both the theory and its
applications for first-year master's and graduate students. 'Cookbook'
procedures are accompanied by a discussion of when such methods
are guaranteed to be successful, and, equally importantly, when they
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could fail. Each result in the main body of the text is also accompanied
by a complete proof. A preliminary chapter and three appendices are designed to keep the book
mathematically self-contained.
Key features
Best integrated text on optimization theory currently available
Ideal as core text in graduate/master's-level courses on mathematics for economists, can also
be used to teach master's-level mathematics courses to students in politics, government,
finance, business, and operations research
Balances depth and breadth: competing texts are either too elementary or too rigorous and
comprehensive
Questions at the end of each chapter
About the book
Subjects: Econometrics and Mathematical Methods, Economics
Format: Hardback , Price: US$149.00
Publication date: 29 August 1996, ISBN: 9780521497190
Format: Paperback , Price: US$56.99
Publication date: 29 August 1996, ISBN: 9780521497701
Format: Digital , Price: US$56.99
This flyer was generated on 12 September 2023 and 19:59 and the information may
have changed
Publication date: 05 June 2012, ISBN: 9780511804526
https://doi.org/10.1017/CBO9780511804526
Contents
1 - Mathematical Preliminaries
2 - Optimization in ℝ n
3 - Existence of Solutions: The Weierstrass Theorem
4 - Unconstrained Optima
5 - Equality Constraints and the Theorem of Lagrange
6 - Inequality Constraints and the Theorem of Kuhn and Tucker
7 - Convex Structures in Optimization Theory
8 - Quasi-Convexity and Optimization
9 - Parametric Continuity: The Maximum Theorem
10 - Supermodularity and Parametric Monotonicity
11 - Finite-Horizon Dynamic Programming
12 - Stationary Discounted Dynamic Programming
Appendix A - Set Theory and Logic: An Introduction
Appendix B - The Real Line
Appendix C - Structures on Vector Spaces
Bibliography
Index
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