This book is about convex optimization, a special class of mathematical optimization 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 he solved numerically very efficiently. The basic point of this book is that the same can be said for the larger class of convex optimization problems.
Artificial Intelligence
Convex Optimization
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This book helps the reader develop a working knowledge of convex optimization, i.e. to develop the skills and background needed to recognize, formulate, and solve convex optimization problems.