Convex Analysis and Minimization Algorithms II Advanced Theory and Bundle Methods
From the reviews: "The account is quite detailed and is written in a manner that will appeal to analysts and numerical practitioners alike...they contain everything from rigorous proofs to tables of numerical calculations.... one of the strong features of these books...that they are designed no...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
1993, 1993
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| Edition: | 1st ed. 1993 |
| Series: | Grundlehren der mathematischen Wissenschaften, A Series of Comprehensive Studies in Mathematics
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- IX. Inner Construction of the Subdifferential
- X. Conjugacy in Convex Analysis
- XI. Approximate Subdifferentials of Convex Functions
- XII. Abstract Duality for Practitioners
- XIII. Methods of ?-Descent
- XIV. Dynamic Construction of Approximate Subdifferentials: Dual Form of Bundle Methods
- XV. Acceleration of the Cutting-Plane Algorithm: Primal Forms of Bundle Methods
- Bibliographical Comments
- References