Read e-book online Convex Analysis and Minimization Algorithms I: Fundamentals PDF

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By Jean-Baptiste Hiriart-Urruty,Claude Lemarechal

Convex research should be regarded as a refinement of ordinary calculus, with equalities and approximations changed via inequalities. As such, it could possibly simply be built-in right into a graduate research curriculum. Minimization algorithms, extra particularly these tailored to non-differentiable capabilities, supply an instantaneous software of convex research to numerous fields regarding optimization and operations learn. those issues making up the identify of the booklet, mirror the 2 origins of the authors, who belong respectively to the educational global and to that of purposes. half i will be able to be used as an introductory textbook (as a foundation for classes, or for self-study); half II keeps this at a better technical point and is addressed extra to experts, gathering effects that thus far haven't seemed in books.

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Convex Analysis and Minimization Algorithms I: Fundamentals (Grundlehren der mathematischen Wissenschaften) by Jean-Baptiste Hiriart-Urruty,Claude Lemarechal

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