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...

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Bibliographic Details
Main Authors: Hiriart-Urruty, Jean-Baptiste, Lemarechal, Claude (Author)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 1993, 1993
Edition:1st ed. 1993
Series:Grundlehren der mathematischen Wissenschaften, A Series of Comprehensive Studies in Mathematics
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
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100 1 |a Hiriart-Urruty, Jean-Baptiste 
245 0 0 |a Convex Analysis and Minimization Algorithms II  |h Elektronische Ressource  |b Advanced Theory and Bundle Methods  |c by Jean-Baptiste Hiriart-Urruty, Claude Lemarechal 
250 |a 1st ed. 1993 
260 |a Berlin, Heidelberg  |b Springer Berlin Heidelberg  |c 1993, 1993 
300 |a XVIII, 348 p  |b online resource 
505 0 |a 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 
653 |a Operations Research, Management Science 
653 |a Operations research 
653 |a Numerical Analysis 
653 |a Management science 
653 |a Calculus of Variations and Optimization 
653 |a Numerical analysis 
653 |a Mathematical optimization 
653 |a Calculus of variations 
700 1 |a Lemarechal, Claude  |e [author] 
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490 0 |a Grundlehren der mathematischen Wissenschaften, A Series of Comprehensive Studies in Mathematics 
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520 |a 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 not for the expert, but for those who whish to learn the subject matter starting from little or no background...there are numerous examples, and counter-examples, to back up the theory...To my knowledge, no other authors have given such a clear geometric account of convex analysis." "This innovative text is well written, copiously illustrated, and accessible to a wide audience"