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This book is about convex optimization, a special class of mathematical optimiza-tion problems, which includes least-squares and linear programming problems. It is well known that least-squares and linear programming problems have a fairly complete theory, arise in a variety of applications, and can be solved numerically very efficiently. The ...
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