Introduction to Nonlinear Optimization - Theory, Algorithms, and Applications with MATLAB

• Main Author: Beck, Amir
• Format: eBook Book
• Language: English
• Published: Philadelphia Society for Industrial and Applied Mathematics (SIAM) 2014; Mathematical Optimization Society; Society for Industrial and Applied Mathematics; Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104)
• Series: MOS-SIAM series on optimization
• Subjects: Control Theory & Optimization; Convex analysis; Matematical optimization; Mathematical optimization; MATLAB; Nonlinear optimization; Nonlinear theories; Optimality conditions; Process Design, Control & Automation; Scientific computing; Smooth optimization algorithms

This book provides the foundations of the theory of nonlinear optimization as well as some related algorithms and presents a variety of applications from diverse areas of applied sciences. The author combines three pillars of optimization - theoretical and algorithmic foundation, familiarity with va...