Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods by Jean-Baptiste Hiriart-Urruty (PDF)

Description

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.

User’s Reviews

Reviews from Amazon users which were colected at the time this book was published on the website:

⭐The book is good. But the physical copy is not the same as the images provided by amazon.Seems it is a old version and not the corrected edition.Do not know why.

⭐Lemarechal and Kiwiel introduced the bundle method in the 80’s as a means to optimise nonsmooth convex functions. Recently Christoph Helmberg developed a spectral bundle approach to solving semidefinite programs, by rewriting SDP’s with a constant trace as eigenvalue optimisation problems. The Spectral bundle methods outperforms the traditional interior point approaches to SDP’s as these methods are typically unable to handle large SDP’s with a large number of constraints.This book provides a detailed description of the bundle method for nondifferentiable optimisation. I am going to purchase a copy of this book (I already have volume one with me) and can only strongly recommend the book to anyone interested in nondifferentiable optimisation and semidefinite programming.

Keywords

Free Download Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods in PDF format
Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods PDF Free Download
Download Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods 2014 PDF Free
Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods 2014 PDF Free Download
Download Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods PDF
Free Download Ebook Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods