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Catalogue Information
Field name	Details
Dewey Class	519.6
Title	Convex Analysis and Minimization Algorithms II ([EBook]) : Advanced Theory and Bundle Methods / by Jean-Baptiste Hiriart-Urruty, Claude Lemaréchal
Author	Hiriart-Urruty, Jean-Baptiste. , 1949-
Added Personal Name	Lemaréchal, Claude
Other name(s)	SpringerLink (Online service)
Publication	Berlin, Heidelberg : Springer Berlin Heidelberg , 1993
Physical Details	XVIII, 348 p. : online resource.
Series	Grundlehren der mathematischen Wissenschaften, A Series of Comprehensive Studies in Mathematics 0072-7830 ; ; 306
ISBN	9783662064092
Summary Note	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".:
Contents note	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.
System details note	Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site	http://dx.doi.org/10.1007/978-3-662-06409-2
Links to Related Works	Subject References: Calculus of variations . Calculus of variations and optimal control; optimization . Management science . Mathematics . Numerical Analysis . Operations research . Operations Research, Management Science . Authors: author . Hiriart-Urruty, Jean-Baptiste. 1949- . Lemaréchal, Claude . Corporate Authors: SpringerLink (Online service) . Series: Grundlehren der mathematischen Wissenschaften, A Series of Comprehensive Studies in Mathematics . Classification: 519.6 .

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Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods

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