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Stochastic Methods for Boundary Value Problems : Numerics for High-dimensional PDEs and Applications.

This monograph is devoted to random walk based stochastic algorithms for solving high-dimensional boundary value problems of mathematical physics and chemistry. It includes Monte Carlo methods where the random walks live not only on the boundary, but also inside the domain. A variety of examples fro...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Sabelfeld, Karl K.
Otros Autores: Simonov, N. A.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin/Boston, GERMANY : De Gruyter, 2016.
©2016
Temas:
Acceso en línea:Texto completo

MARC

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049 |a UAMI 
100 1 |a Sabelfeld, Karl K. 
245 1 0 |a Stochastic Methods for Boundary Value Problems :  |b Numerics for High-dimensional PDEs and Applications. 
260 |a Berlin/Boston, GERMANY :  |b De Gruyter,  |c 2016. 
264 4 |c ©2016 
300 |a 1 online resource (208) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
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588 0 |a Print version record. 
505 0 |a 1 Introduction ; 2 Random walk algorithms for solving integral equations ; 2.1 Conventional Monte Carlo scheme ; 2.2 Biased estimators ; 2.3 Linear-fractional transformations and their relations to iterative processes. 
505 8 |a 2.4 Asymptotically unbiased estimators based on singular approximations 2.5 Integral equation of the first kind ; 3 Random walk-on-boundary algorithms for the Laplace equation ; 3.1 Newton potentials and boundary integral equations of the electrostatics. 
505 8 |a 3.2 The interior Dirichlet problem and isotropic random walk-on-boundary process 3.3 Solution of the Neumann problem ; 3.4 Random estimators for the exterior Dirichlet problem ; 3.5 Third BVP and alternative methods of solving the Dirichlet problem ; 3.6 Inhomogeneous problems. 
505 8 |a 3.7 Continuity BVP 3.7.1 Walk on boundary for the continuity problem ; 3.8 Calculation of the solution derivatives near the boundary ; 3.9 Normal derivative of a double-layer potential ; 4 Walk-on-boundary algorithms for the heat equation. 
505 8 |a 4.1 Heat potentials and Volterra boundary integral equations 4.2 Nonstationary walk-on-boundary process ; 4.3 The Dirichlet problem ; 4.4 The Neumann problem ; 4.5 Third BVP ; 4.6 Unbiasedness and variance of the walk-on-boundary algorithms. 
504 |a Includes bibliographical references. 
520 |a This monograph is devoted to random walk based stochastic algorithms for solving high-dimensional boundary value problems of mathematical physics and chemistry. It includes Monte Carlo methods where the random walks live not only on the boundary, but also inside the domain. A variety of examples from capacitance calculations to electron dynamics in semiconductors are discussed to illustrate the viability of the approach. 
546 |a In English. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
590 |a eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
650 0 |a Boundary value problems  |x Numerical solutions. 
650 0 |a Stochastic analysis. 
650 0 |a Random walks (Mathematics) 
650 6 |a Problèmes aux limites  |x Solutions numériques. 
650 6 |a Analyse stochastique. 
650 6 |a Marches aléatoires (Mathématiques) 
650 7 |a MATHEMATICS  |x Applied.  |2 bisacsh 
650 7 |a MATHEMATICS  |x Probability & Statistics  |x General.  |2 bisacsh 
650 7 |a Boundary value problems  |x Numerical solutions  |2 fast 
650 7 |a Random walks (Mathematics)  |2 fast 
650 7 |a Stochastic analysis  |2 fast 
650 7 |a Partielle Differentialgleichung  |2 gnd 
650 7 |a Integralgleichung  |2 gnd 
650 7 |a Randwertproblem  |2 gnd 
650 7 |a Monte-Carlo-Simulation  |2 gnd 
650 7 |a Irrfahrtsproblem  |2 gnd 
700 1 |a Simonov, N. A. 
758 |i has work:  |a Stochastic methods for boundary value problems (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGHDjRdJXCJ37MJfCW9xDq  |4 https://id.oclc.org/worldcat/ontology/hasWork 
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