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Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex sets and functions, and then describes various classes of convex optimization problems. Duality and approximation techniques are then covered, as are statistical estimation techniques. Various geometrical problems are then presented, and there is detailed discussion of unconstrained and constrained minimization problems, and interior-point methods. The focus of the book is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. It contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance and economics.

A gripping account of the months before and after Stalin's death and how his demise reshaped the course of twentieth-century history Joshua Rubenstein's riveting account takes us Clone: Volume 2 download book back to the second half of 1952 when no one could foresee an end to Joseph Stalin's murderous regime. He was poised to challenge the newly elected U.S. President Dwight Eisenhower with armed force, and was also broadening a vicious campaign against Soviet Jews. Stalin's sudden collapse and death in March 1953 was as dramatic and mysterious as his life. It is no overstatement to say that his passing marked a major turning point in the twentieth century. The Last Days of Stalin is an engaging, briskly told account of the dictator's final active months, the vigil at his deathbed, and the unfolding of Soviet and international events in the months after his death.

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Author: Stephen Boyd,Lieven Vandenberghe
Number of Pages: 727 pages
Published Date: 08 Mar 2004
Publisher: CAMBRIDGE UNIVERSITY PRESS
Publication Country: Cambridge, United Kingdom
Language: English
ISBN: 9780521833783
Download Link: Click Here
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