Chapter 14 Unconstrained and Constrained Optimization Problems
‡ Texas A&M University, College Station, USA
♮ The Chinese University of Hong Kong, Hong Kong, China
♮ National University of Singapore, Singapore
In the first section of this chapter, we will give an overview of the basic mathematical tools that are useful for analyzing both unconstrained and constrained optimization problems. In order to allow the readers to focus on the applications of these tools and not to be burdened with too many technical details, we shall state most of the results without proof. However, the readers are strongly encouraged to refer to the texts [1, 2, 3, 4] for expositions of these results and other further ...
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