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Optimization Book

Optimization
Optimization, This introduction to optimization attempts to strike a balance between presentation of mathematical theory and development of numerical algorithms. Building on students' skills in calculus and linear algebra, the text provides a rigorous exposition withou, Optimization has a rating of 4 stars
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Optimization, This introduction to optimization attempts to strike a balance between presentation of mathematical theory and development of numerical algorithms. Building on students' skills in calculus and linear algebra, the text provides a rigorous exposition withou, Optimization
4 out of 5 stars based on 2 reviews
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  • Optimization
  • Written by author Kenneth Lange
  • Published by Springer-Verlag New York, LLC, January 2004
  • This introduction to optimization attempts to strike a balance between presentation of mathematical theory and development of numerical algorithms. Building on students' skills in calculus and linear algebra, the text provides a rigorous exposition withou
  • Finite-dimensional optimization problems occur throughout the mathematical sciences. The majority of these problems cannot be solved analytically. This introduction to optimization attempts to strike a balance between presentation of mathematical theory a
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Book Categories

Authors

1Elementary optimization1
2The seven C's of analysis19
3Differentiation43
4Karush-Kuhn-Tucker theory69
5Convexity93
6The MM algorithm119
7The EM algorithm137
8Newton's method155
9Conjugate gradient and quasi-Newton175
10Analysis of convergence191
11Convex programming207
AppThe normal distribution233


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Optimization, This introduction to optimization attempts to strike a balance between presentation of mathematical theory and development of numerical algorithms. Building on students' skills in calculus and linear algebra, the text provides a rigorous exposition withou, Optimization

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Optimization, This introduction to optimization attempts to strike a balance between presentation of mathematical theory and development of numerical algorithms. Building on students' skills in calculus and linear algebra, the text provides a rigorous exposition withou, Optimization

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