Results 1 to 10 of about 3,658,908 (303)
A Deep-Network Piecewise Linear Approximation Formula [PDF]
IEEE Access, 2021 The mathematical foundation of deep learning is the theorem that any continuous function can be approximated within any specified accuracy by using a neural network with certain non-linear activation functions. However, this theorem does not tell us what
Gengsheng L. Zeng
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Snow water equivalent dynamics in the Yesil water management basin
Central Asian Journal of Water Research, 2023 The article presents the snow water equivalent (SWE) dynamics in the Yesil Water Management Basin during 1971-2019. The main research purpose was to study the SWE dynamics, since – being a powerful climate-forming factor – snow cover plays an important ...
Tillakarim Т.А
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On Linear-Quadratic Approximations [PDF]
SSRN Electronic Journal, 2006 We prove the generality of the methodology proposed in Benigno and Woodford (2006). We show that, even in the presence of a distorted steady state, it is always possible and relatively simple to obtain a purely quadratic approximation to the welfare measure. We also show that, in order to do so, the timeless perspective assumption is crucial.
Debortoli, Davide, Nunes, Ricardo
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Linear logical approximations [PDF]
Proceedings of the 2009 ACM SIGPLAN workshop on Partial evaluation and program manipulation, 2009 The abstract interpretation of programs relates the exact semantics of a programming language to an approximate semantics that can be effectively computed. We show that, by specifying operational semantics in a bottom-up, linear logic programming language -- a technique we call "substructural operational semantics" (SSOS) -- manifestly sound program ...
Robert J. Simmons, Frank Pfenning
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A bi-level programing for wildfire self-evacuation network design [PDF]
International Journal of Industrial Engineering and Production Research, 2020 A non-linear bi-level problem is suggested in this paper for wildfire self-evacuation planning, the upper problem of which includes binary variables and the lower problem includes continuous variables. In this model, the upper problem selects a number of
Reza Ramezanian, Maryam Afkham
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IEEE Access, 2022 Tomato commercialization in Mexican and Latin-American markets is economically affected by three main physical aspects of the fruit: ripening time, size, and mass. Digital image processing combined with mathematical models and machine learning approaches
F. J. Bucio +5 more
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Dualized gravity beyond linear approximation
European Physical Journal C: Particles and Fields, 2022 We will construct a loop space formalism for general relativity, and construct the Polyakov variables as connections for such a loop space. We will use these Polyakov variables to construct a dual theory of gravity beyond linear approximation. It will be
Salman Sajad Wani +2 more
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Decentralized Robust Energy Management of Multi-area Integrated Electricity-gas Systems
Journal of Modern Power Systems and Clean Energy, 2021 This paper proposes a fast and decentralized solution methodology for the robust operation of multi-area integrated electricity-gas systems (M-IEGSs).
Nan Jia, Cheng Wang, Wei Wei, Tianshu Bi
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Approximate Subgroups of Linear Groups [PDF]
Geometric and Functional Analysis, 2011 We establish various results on the structure of approximate subgroups in linear groups such as SL_n(k) that were previously announced by the authors. For example, generalising a result of Helfgott (who handled the cases n = 2 and 3), we show that any approximate subgroup of SL_n(F_q) which generates the group must be either very small or else nearly ...
Breuillard, E, Green, B, Tao, T
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Verification of linear approximation model of McKibben Pneumatic Actuator
Nihon Kikai Gakkai ronbunshu, 2019 A McKibben-type pneumatic actuator (MPA) has been widely used for various robots, and dynamic motion with MPA has been realized with a simple control method.
Shogo YOSHIDA +4 more
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