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First-order methods in optimization
Beck A., SIAM-Society for Industrial and Applied Mathematics, Philadelphia, PA, 2017. 494 pp. Type: Book (978-1-611974-98-0)
The author of
First-order methods in optimization
defines the book’s subject matter as optimization methods that rely on function “values and gradients/subgradients (but not Hessians).” The most fam...
...
Oct 31 2018
Introduction to nonlinear optimization: theory, algorithms, and applications with MATLAB
Beck A., SIAM, Philadelphia, PA, 2014. 294 pp. Type: Book (978-1-611973-64-8)
Readers will find an elementary introduction to classical nonlinear optimization problems and methods for their solution in this book. The contents start from optimality conditions for unconstrained problems and describe the most commo...
...
Jun 4 2015
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