Convex Analysis and Minimization Algorithms: Advanced Theory and Bundle Methods: 306 - Rilegato

Hiriart-Urruty, Jean-Baptiste; Lemarechal, Claude

Rilegato

ISBN 10: 3540568522 ISBN 13: 9783540568520

Casa editrice: Springer Nature, 1993

Riassunto

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"

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Contenuti

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.

Dettagli dell'edizione

• Editore: Springer Nature
• Data di pubblicazione: 1993
• Lingua: Inglese
• ISBN 10: 3540568522
• ISBN 13: 9783540568520
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 365
• Contatto del produttore: non disponibile
• Persona responsabile: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Germania