●Preface
●prefcetothe Second Edition
●1 Introduction
● Mathematical Formulation
● Example:A Transportation Problem
● Continuous versus Discrete Optimization
● Constrained and Unconstrained Optimization
● Global and Local Optimization
● Stocbastic and Deterministic Optimization
● Convexity
● Optimization Algorithms
● Notes and References
●2 Fundamentals of Unconstrained Optimization
● 2.1 What ls a Solution?
● Recognizing a Local Minimum
● Nonsmooth Problems
● 2.2 Overview of A1gorithms
● Two Strategies:Line Search and Trust Region
● Search Directions for Line Search Methods
● Models for Trust-Region Methods......
內容簡介
喬治?勞斯特、斯蒂芬?J.瑞特著的《數值很優化(第2版影印版英文版)(精)/國外數學名著繫列》作者根據在教學、研究和咨詢中的經驗,寫了這本適合學生和實際工作者的書。本書提供連續優化中大多數有效方法的全面的新的論述。每一章從基本概念開始,逐步闡述當前可用的技術。
本書強調實用方法,包含大量圖例和練習,適合廣大讀者閱讀,可作為工程、運籌學、數學、計算機科學以及商務方面的研究生教材,也可作為該領域的科研人員和實際工作人員的手冊。