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1.

電子ブック
ＥＢ
1. Applied Probability. Second
by Kenneth Lange
出版情報: New York, NY : Springer Science+Business Media, LLC, 2010
シリーズ名: Springer Texts in Statistics ; 0
オンライン: http://dx.doi.org/10.1007/978-1-4419-7165-4
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2.

電子ブック
ＥＢ
2. Optimization. 2nd ed. 2013
by Kenneth Lange
出版情報: New York, NY : Springer New York : Imprint: Springer, 2013
シリーズ名: Springer Texts in Statistics ; 95
オンライン: http://dx.doi.org/10.1007/978-1-4614-5838-8
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目次情報: 続きを見る
Elementary Optimization
The Seven C’s of Analysis
The Gauge Integral
Differentiation
Karush-Kuhn-Tucker Theory
Convexity
Block Relaxation
The MM Algorithm
The EM Algorithm
Newton’s Method and Scoring
Conjugate Gradient and Quasi-Newton
Analysis of Convergence
Penalty and Barrier Methods
Convex Calculus
Feasibility and Duality
Convex Minimization Algorithms
The Calculus of Variations
Appendix: Mathematical Notes
References
Index
Elementary Optimization
The Seven C’s of Analysis
The Gauge Integral