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Introduction to the Theory of Optimization in Euclidean Space Samia Challal

Introduction to the Theory of Optimization in Euclidean Space By Samia Challal

Introduction to the Theory of Optimization in Euclidean Space by Samia Challal

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Summary

Introduction to the Theory of Optimization in Euclidean Space is intended to provide students with a robust introduction to optimization in Euclidean space, demonstrating the theoretical aspects of the subject whilst also providing clear proofs and applications.

Introduction to the Theory of Optimization in Euclidean Space Summary

Introduction to the Theory of Optimization in Euclidean Space by Samia Challal

Introduction to the Theory of Optimization in Euclidean Space is intended to provide students with a robust introduction to optimization in Euclidean space, demonstrating the theoretical aspects of the subject whilst also providing clear proofs and applications.

Students are taken progressively through the development of the proofs, where they have the occasion to practice tools of differentiation (Chain rule, Taylor formula) for functions of several variables in abstract situations.

Throughout this book, students will learn the necessity of referring to important results established in advanced Algebra and Analysis courses.

Features



  • Rigorous and practical, offering proofs and applications of theorems




  • Suitable as a textbook for advanced undergraduate students on mathematics or economics courses, or as reference for graduate-level readers




  • Introduces complex principles in a clear, illustrative fashion


Introduction to the Theory of Optimization in Euclidean Space Reviews

This book fills in the gap between the advanced, theoretical books on abstract Hilbert spaces, and the more practical books intended for Engineers, where theorems lack proofs. The author presents many theorems, along with their proofs, in a simple way and provides many examples and graphical illustrations to allow students grasp the material in an easy and quick way.

-Professor Salim Aissa Salah Messaoudi, University of Sharjah, UAE

About Samia Challal

Samia Challal is an assistant professor of Mathematics at Glendon College, the bilingual campus of York University. Her research interests include, homogenization, optimization, free boundary problems, partial differential equations, and problems arising from mechanics.

Table of Contents

1. Introduction. 1.1 Formulation of some optimization problems. 1.2 Particular subsets of Rn. 1.3 Functions of several variables. 2. Unconstrained Optimization. 2.1 Necessary condition. 2.2 Classification of local extreme points. 2.3 Convexity/concavity and global extreme points. 3. Constrained Optimization - Equality constraints. 3.1 Tangent plane. 3.2 Necessary condition for local extreme points-Equality constraints. 3.3 Classification of local extreme points-Equality constraints. 3.4 Global extreme points-Equality constraints. 4. Constrained Optimization - Inequality constraints. 4.1 Cone of feasible directions. 4.2 Necessary condition for local extreme points/Inequality constraints. 4.3 Classification of local extreme points-Inequality constraints. 4.4 Global extreme points-Inequality constraints. 4.5 Dependence on parameters.

Additional information

NLS9781032176611
9781032176611
103217661X
Introduction to the Theory of Optimization in Euclidean Space by Samia Challal
Samia Challal
Chapman & Hall/CRC Series in Operations Research
New
Paperback
Taylor & Francis Ltd
2021-09-30
336
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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