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Uporaba večmrežne metode pri reševanju parcialnih diferencialnih enačb z metodo končnih diferenc : magistrsko delo
ID Mikuž, Patrik (Author), ID Kanduč, Tadej (Mentor) More about this mentor... This link opens in a new window

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Abstract
V magistrskem delu je na modelnem primeru reševanja Poissonove enačbe z metodo končnih diferenc predstavljena večmrežna metoda. S primerno izbrano iterativno metodo dobimo numerični približek točne rešitve linearnega sistema dobljenega z aproksimacijo drugega odvoda po metodi končnih diferenc, ki ga popravimo s popravkom, dobljenim na bolj grobi mreži. Poleg razlage osnovne ideje večmrežne metode je predstavljenih še nekaj dodatnih izpeljav skupaj z računsko učinkovitjo. Z uporabo lokalne Fourierove analize je najprej predstavljen lokalni faktor glajenja, povezan z dušenjem visokih frekvenc, nato pa še izračun asimptotskega faktorja konvergence. Metoda je demonstrirana na reševanju različnih problemov, povezanih s Poissonovo enačbo.

Language:Slovenian
Keywords:Poissonova enačba, metoda končnih diferenc, iterativna metoda, večmrežna metoda, lokalna Fourierjeva analiza
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FMF - Faculty of Mathematics and Physics
Year:2024
PID:20.500.12556/RUL-166222 This link opens in a new window
UDC:519.6
COBISS.SI-ID:219976707 This link opens in a new window
Publication date in RUL:25.12.2024
Views:894
Downloads:383
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Secondary language

Language:English
Title:Multigrid method for solving partial differential equations with finite difference method
Abstract:
In this master's thesis the multigrid method is presented on a model problem of solving Poisson's equation with finite difference method. With suitable iterative method we obtain numerical approximation of solution, which is corrected with a correction calculated on coarse grid. In addition to the basic principles of the multigrid method some others variations of the method are derived together with its numerical efficiency. The reduction of high frequency component of the error by the local smoothing factor using local Fourier analysis is derived together with asymptotic convergence factor. Numerical examples of solving other variations of Poisson's are presented at the end of the thesis.

Keywords:Poisson equation, finite difference method, iterative method, multigrid method, local Fourier analysis

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