Table of contents for Optimization / Kenneth Lange.
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Elementary Optimization.- The Seven C's of Analysis.- Differentiation.- Karush-Kuhn-Tucker Theory.- Convexity.- The MM Algorithm.- The EM Algorithm.- Newton's Method.- Conjugate Gradient and Quasi-Newton.- Analysis of Convergence.- Convex Programming.
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