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Nonsmooth exact penalization second-order methods for incompressible bi-viscous fluids

Sergio González-Andrade (), Sofía López-Ordóñez () and Pedro Merino ()
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Sergio González-Andrade: Escuela Politécnica Nacional
Sofía López-Ordóñez: Escuela Politécnica Nacional
Pedro Merino: Escuela Politécnica Nacional

Computational Optimization and Applications, 2021, vol. 80, issue 3, No 11, 979-1025

Abstract: Abstract We consider the exact penalization of the incompressibility condition $$\text {div}(\mathbf {u})=0$$ div ( u ) = 0 for the velocity field of a bi-viscous fluid in terms of the $$L^1$$ L 1 –norm. This penalization procedure results in a nonsmooth optimization problem for which we propose an algorithm using generalized second-order information. Our method solves the resulting nonsmooth problem by considering the steepest descent direction and extra generalized second-order information associated to the nonsmooth term. This method has the advantage that the divergence-free property is enforced by the descent direction proposed by the method without the need of build-in divergence-free approximation schemes. The inexact penalization approach, given by the $$L^2$$ L 2 -norm, is also considered in our discussion and comparison.

Keywords: Exact penalization; Bi-viscuous fluids; Nonsmooth optimization; Second order methods; 65K10; 76A05; 49J52; 76M10 (search for similar items in EconPapers)
Date: 2021
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DOI: 10.1007/s10589-021-00314-2

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