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Bilevel programming problems
Bilevel optimization is a vital field of active research. Depending on its formulation it is part of
nonsmooth or nondifferentiable optimization, conic programming, optimization with …
nonsmooth or nondifferentiable optimization, conic programming, optimization with …
Variational analysis of regular map**s
AD Ioffe - Springer Monographs in Mathematics. Springer, Cham, 2017 - Springer
Variational Analysis of Regular Map**s Page 1 Springer Monographs in Mathematics
Variational Analysis of Regular Map**s Alexander D. Ioffe Theory and Applications Page 2 …
Variational Analysis of Regular Map**s Alexander D. Ioffe Theory and Applications Page 2 …
Approximating continuous functions by relu nets of minimal width
B Hanin, M Sellke - ar**s
AL Dontchev, RT Rockafellar - 2009 - Springer
The preparation of this second edition of our book was triggered by a rush of fresh
developments leading to many interesting results. The text has significantly been enlarged …
developments leading to many interesting results. The text has significantly been enlarged …
[KNYGA][B] Modern nonconvex nondifferentiable optimization
Mathematical optimization has always been at the heart of engineering, statistics, and
economics. In these applied domains, optimization concepts and methods have often been …
economics. In these applied domains, optimization concepts and methods have often been …
On automatic differentiation and algorithmic linearization
A Griewank - Pesquisa Operacional, 2014 - SciELO Brasil
We review the methods and applications of automatic differentiation, a research and
development activity, which has evolved in various computational fields since the mid …
development activity, which has evolved in various computational fields since the mid …
A mathematical model for automatic differentiation in machine learning
Automatic differentiation, as implemented today, does not have a simple mathematical
model adapted to the needs of modern machine learning. In this work we articulate the …
model adapted to the needs of modern machine learning. In this work we articulate the …
An overview of absolute value equations: From theory to solution methods and challenges
This paper provides a thorough exploration of the absolute value equations $ Ax-| x|= b $, a
seemingly straightforward concept that has gained heightened attention in recent years. It is …
seemingly straightforward concept that has gained heightened attention in recent years. It is …
Nonlinear dynamics of a piecewise modified ABC fractional-order leukemia model with symmetric numerical simulations
In this study, we introduce a nonlinear leukemia dynamical system for a piecewise modified
ABC fractional-order derivative and analyze it for the theoretical as well computational works …
ABC fractional-order derivative and analyze it for the theoretical as well computational works …
Saltation matrices: The essential tool for linearizing hybrid dynamical systems
Hybrid dynamical systems, ie, systems that have both continuous and discrete states, are
ubiquitous in engineering but are difficult to work with due to their discontinuous transitions …
ubiquitous in engineering but are difficult to work with due to their discontinuous transitions …