Practical Optimization: Algorithms and Engineering Applications

by Andreas Antoniou and Wu-Sheng Lu

Book Overview

The Optimization Problem.- Basic Principles.- General Properties of Algorithms.- One-Dimensional Optimization.- Basic Multidimensional Gradient Methods.- Conjugate-Direction Methods.- Quasi-Newton Methods.- Minimax Methods.- Applications of Unconstrained Optimization.- Fundamentals of Constrained Optimization.- Linear Programming Part I: The Simplex Method.- Linear Programming Part II: Interior-Point Methods.- Quadratic and Convex Programming.- Semidefinite...

• Format: Paperback
• Language: English
• ISBN: 1441943838
• ISBN13: 9781441943835
• Release Date: November 2010
• Publisher: Springer
• Length: 670 Pages
• Weight: 2.10 lbs.
• Dimensions: 1.4" x 6.1" x 9.2"