Printed

Computational Mathematics: Models, Methods, and Analysis with Matlab and MPI

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1 Discrete Time Space Models , 1-50
2 Steady State Discrete Models , 51-98
3 Poisson Equation Models , 99-144
4 Nonlinear and 3D Models , 145-188
5 Epidemics, Images, and Money , 189-236
6 High Performance Computing , 237-274
7 Message Passing Interface , 275-312
8 Classical Methods for Ax=d , 313-344
9 Krylov Methods for Ax=d , 345-378

Computational science supplements the traditional laboratory and theoretical methods of scientific investigation by providing mathematical models whose solutions can be approximated by computer simulations. By adjusting a model and running more simulations, we gain insight into the application under investigation.
Computational Mathematics: Models, and Analysis with MATLAB and MPI explores and illustates this process. Each section of the first six chapters is motivated by a specific application. The author applies a model selects a numerical method, implements computer simulations, and assesses the ensuing results. These chapters include an abundance of MATLAB code. By studying the code instead of using it as a 'black box", you take the first step toward more sophisticated numerical modeling. The last four chapters focus on multiprocessing algorithms implemented using Message Passing Interface (MPI). These chapters include Fortran 9x codes that illustrate the basic MPI subroutines and revisit the applications of the previous chapters from a parallel implementation perspective. All of the codes are available for download from www4.ncsu.edu/~white.
This book is not just about math, not just about computing, and not just about applications, but about all three - in other words, computational science, it builds the foundation you need to make numerical modeling and simulation integral parts of your investigational toolbox.

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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

R 519.4 WHI c

Penerbit

Boca Raton : Chapman & Hall., 2004

Deskripsi Fisik

xvi, 385 hal.: ilus.; index.; 24 cm

Bahasa

English

ISBN/ISSN

1 58488 364 2

Klasifikasi

519.4

Tipe Isi

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Tipe Media

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Tipe Pembawa

-

Edisi

1st ed

Subjek

Matlab

Info Detail Spesifik

Dipa 2009

Pernyataan Tanggungjawab

-

Versi lain/terkait

Lampiran Berkas

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