Numerical Methods: Design, Analysis, and Computer Implementation of Algorithms

Download Numerical Methods: Design, Analysis, and Computer Implementation of Algorithms PDF EPUB

Numerical Strategies provides a apparent and concise exploration of regular numerical analysis topics, and also nontraditional ones, which includes mathematical modeling, Monte Carlo strategies, Markov chains, and fractals. Created for upper-division undergraduates in mathematics or pc technology classes, the textbook assumes that college students have prior understanding of linear algebra and calculus, although these topics are examined in the written text. Exercises make use of MATLAB and promote knowledge of computational outcomes.

The reserve gives instructors the flexibleness to emphasize different aspects–design, analysis, or pc implementation–of numerical algorithms, based on the history and interests of learners. Filled up with appealing examples that may motivate learners, the textbook considers contemporary app areas, such as for example information retrieval and computer animation, and classical topics from physics and engineering. The reserve also contains polynomial interpolation at Chebyshev factors, usage of the MATLAB bundle Chebfun, and a section on the fast Fourier change. Brief discussions of the annals of numerical strategies are interspersed through the entire chapters. Supplementary materials can be found on the web.

• Apparent and concise exposition of regular numerical evaluation topics


• Explores non-traditional topics, such as for example mathematical modeling and Monte Carlo strategies


• Covers contemporary applications, including details retrieval and computer animation, and classical applications from physics and engineering


• Promotes knowledge of computational outcomes through MATLAB exercises


• Provides versatility therefore instructors can emphasize mathematical or used/computational areas of numerical strategies or a mixture


• Includes latest outcomes on polynomial interpolation at Chebyshev factors and usage of the MATLAB bundle Chebfun


• Brief discussions of the annals of numerical strategies interspersed throughout


• Supplementary materials available on the web

See also

• Vector Spaces and Matrices in Physics
• Practice Tests in Math Kangaroo Style for Students in Grades 1-2 (Math Challenges for Gifted Students) (Volume 1)
• Statistics (The Easier Way) with R: an informal text on applied statistics