کتاب دانلود کتب لاتین علوم مهندسیریاضی
بهینه سازی محدب - دوره مقدماتی
بهینه سازی محدب - دوره مقدماتی

Convex Optimization - Introductory Course
نویسنده: Mikhail Moklyachuk
سال انتشار: 2020
تعداد صفحات: 254
زبان فایل: English
فرمت فایل: pdf
حجم فایل: 4MB

دانلود رایگان

Publisher : Wiley-ISTE

ISBN-10 : 1786306832

ISBN-13 : 978-1786306838

ASIN : B08SJRCL4D

This book provides easy access to the basic principles and methods for solving constrained and unconstrained convex optimization problems. Included are sections that cover: basic methods for solving constrained and unconstrained optimization problems with differentiable objective functions; convex sets and their properties; convex functions and their properties and generalizations; and basic principles of sub-differential calculus and convex programming problems. Convex Optimization provides detailed proofs for most of the results presented in the book and also includes many figures and exercises for a better understanding of the material. Exercises are given at the end of each chapter, with solutions and hints to selected exercises given at the end of the book. Undergraduate and graduate students, researchers in different disciplines, as well as practitioners will all benefit from this accessible approach to convex optimization methods.