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Optimization

Lange, Kenneth

Optimization - 1st ed. - New Delhi: Springer, 2010. - xiii;252p. PAPER BACK 23cm.

Mathematics

CONTENTS
Preface
1. Elementary Optimization
2. The seven c's of analysis
3. Differentiation
4. Karush-Kuhn-Tucker theory
5. Convexity
6. The MM Algorithm
7. The EM Algorithm
8. Newton's method
9. Conjugate Gradient and Quasi-Newton
10. Analysis of convergence
11. Convex Programming

Appendix
References
Index

Optimization

ISBN: 9788181285096

Subjects--Index Terms: Mathematics

Dewey Class. No.: 519.6 / LAN

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