By Anne Greenbaum,Timothy P. Chartier
Numerical Methods offers a transparent and concise exploration of ordinary numerical research subject matters, in addition to nontraditional ones, together with mathematical modeling, Monte Carlo tools, Markov chains, and fractals. packed with beautiful examples that may encourage scholars, the textbook considers glossy program parts, corresponding to info retrieval and animation, and classical subject matters from physics and engineering. workouts use MATLAB and advertise realizing of computational results.
The publication offers teachers the flexibleness to stress assorted aspects--design, research, or desktop implementation--of numerical algorithms, looking on the historical past and pursuits of scholars. Designed for upper-division undergraduates in arithmetic or machine technology periods, the textbook assumes that scholars have earlier wisdom of linear algebra and calculus, even supposing those issues are reviewed within the textual content. brief discussions of the historical past of numerical equipment are interspersed during the chapters. The ebook additionally comprises polynomial interpolation at Chebyshev issues, use of the MATLAB package deal Chebfun, and a piece at the quick Fourier rework. Supplementary fabrics can be found online.
- Clear and concise exposition of normal numerical research issues
- Explores nontraditional themes, similar to mathematical modeling and Monte Carlo equipment
- Covers sleek functions, together with info retrieval and animation, and classical functions from physics and engineering
- Promotes realizing of computational effects via MATLAB workouts
- Provides flexibility so teachers can emphasize mathematical or applied/computational points of numerical tools or a mix
- Includes fresh effects on polynomial interpolation at Chebyshev issues and use of the MATLAB package deal Chebfun
- Short discussions of the background of numerical tools interspersed all through
- Supplementary fabrics to be had online
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Extra resources for Numerical Methods: Design, Analysis, and Computer Implementation of Algorithms
Numerical Methods: Design, Analysis, and Computer Implementation of Algorithms by Anne Greenbaum,Timothy P. Chartier