Foundations of Optimization by Osman Güler.

The book gives a detailed and rigorous treatment of the theory of optimization (unconstrained optimization, nonlinear programming, semi-infinite programming, etc.) in finite-dimensional spaces. The fundamental results of convexity theory and the theory of duality in nonlinear programming and the the...

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Bibliographic Details
Main Author: Güler, Osman (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY : Springer New York : Imprint: Springer, 2010.
Edition:1st ed. 2010.
Series:Graduate Texts in Mathematics, 258
Springer eBook Collection.
Subjects:
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Differential Calculus
  • Unconstrained Optimization
  • Variational Principles
  • Convex Analysis
  • Structure of Convex Sets and Functions
  • Separation of Convex Sets
  • Convex Polyhedra
  • Linear Programming
  • Nonlinear Programming
  • Structured Optimization Problems
  • Duality Theory and Convex Programming
  • Semi-infinite Programming
  • Topics in Convexity
  • Three Basic Optimization Algorithms.