Convex Analysis and Minimization Algorithms I: Fundamentals - download pdf or read online

By Jean-Baptiste Hiriart-Urruty,Claude Lemarechal

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

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Convex research could be regarded as a refinement of ordinary calculus, with equalities and approximations changed via inequalities. As such, it will probably simply be built-in right into a graduate learn curriculum. Minimization algorithms, extra in particular these tailored to non-differentiable features, offer an instantaneous software of convex research to varied fields relating to optimization and operations learn.

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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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