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Convex Analysis and Minimization Algorithms II
Advanced Theory and Bundle Methods
Taschenbuch von Claude Lemarechal (u. a.)
Sprache: Englisch

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Beschreibung
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"
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"
Zusammenfassung
In the second printing of these two volumes 305 and 306 the authors have made various local improvements and corrections, and updated the bibliography. The index has been considerably augmented and refined.
Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: 2010
Fachbereich: Allgemeines
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Grundlehren der mathematischen Wissenschaften
Inhalt: xviii
348 S.
1 s/w Illustr.
ISBN-13: 9783642081620
ISBN-10: 3642081622
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Lemarechal, Claude
Hiriart-Urruty, Jean-Baptiste
Auflage: Softcover reprint of hardcover 1st ed. 1993
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Grundlehren der mathematischen Wissenschaften
Maße: 235 x 155 x 21 mm
Von/Mit: Claude Lemarechal (u. a.)
Erscheinungsdatum: 01.12.2010
Gewicht: 0,563 kg
Artikel-ID: 107174612
Zusammenfassung
In the second printing of these two volumes 305 and 306 the authors have made various local improvements and corrections, and updated the bibliography. The index has been considerably augmented and refined.
Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: 2010
Fachbereich: Allgemeines
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Grundlehren der mathematischen Wissenschaften
Inhalt: xviii
348 S.
1 s/w Illustr.
ISBN-13: 9783642081620
ISBN-10: 3642081622
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Lemarechal, Claude
Hiriart-Urruty, Jean-Baptiste
Auflage: Softcover reprint of hardcover 1st ed. 1993
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Grundlehren der mathematischen Wissenschaften
Maße: 235 x 155 x 21 mm
Von/Mit: Claude Lemarechal (u. a.)
Erscheinungsdatum: 01.12.2010
Gewicht: 0,563 kg
Artikel-ID: 107174612
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