Numerical methods and optimization : an introduction /

For students in industrial and systems engineering (ISE) and operations research (OR) to understand optimization at an advanced level, they must first grasp the analysis of algorithms, computational complexity, and other concepts and modern developments in numerical methods. Satisfying this prerequi...

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Bibliographic Details
Main Authors:	Butenko, Sergiy (Author), Pardalos, Panos M., 1954- (Author)
Corporate Authors:	Taylor & Francis, Taylor and Francis
Format:	eBook
Language:	English
Published:	Boca Raton, FL : Chapman and Hall/CRC, an imprint of Taylor and Francis, 2014.
Edition:	First edition.
Series:	Chapman & Hall/CRC numerical analysis and scientific computing series.
Subjects:	Mathematical optimization. Numerical analysis. Numerische Mathematik. Numerisk analys. MATHEMATICS / Number Systems. MATHEMATICS / Numerical Analysis. TECHNOLOGY & ENGINEERING / Operations Research. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

part I Basics
chapter 1 Preliminaries
chapter 2 Numbers and Errors
part II Numerical Methods for Standard Problems
chapter 3 Elements of Numerical Linear Algebra
chapter 4 Solving Equations
chapter 5 Polynomial Interpolation
chapter 6 Numerical Integration
chapter 7 Numerical Solution of Differential Equations
part III Introduction to Optimization
chapter 8 Basic Concepts
chapter 9 Complexity Issues
chapter 10 Introduction to Linear Programming
chapter 11 The Simplex Method for Linear Programming
chapter 12 Duality and Sensitivity Analysis in Linear Programming
chapter 13 Unconstrained Optimization
chapter 14 Constrained Optimization.