Convex Analysis and Minimization Algorithms I: Fundamentals by Jean-Baptiste Hiriart-Urruty,Claude Lemarechal

By Jean-Baptiste Hiriart-Urruty,Claude Lemarechal

Convex research could be regarded as a refinement of normal calculus, with equalities and approximations changed by means of inequalities. As such, it may simply be built-in right into a graduate learn curriculum. Minimization algorithms, extra particularly these tailored to non-differentiable capabilities, offer a right away program of convex research to varied fields with regards to optimization and operations learn. those subject matters making up the name of the e-book, mirror the 2 origins of the authors, who belong respectively to the educational global and to that of functions. half i will be able to be used as an introductory textbook (as a foundation for classes, or for self-study); half II maintains this at a better technical point and is addressed extra to experts, amassing effects that thus far haven't seemed in books.

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