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Numerical Methods and Modelling for Engineering
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Numerical Methods and Modelling for Engineering/ by Richard Khoury, Douglas Wilhelm Harder.
作者:
Khoury, Richard.
其他作者:
Harder, Douglas Wilhelm.
面頁冊數:
XVII, 332 p. 131 illus., 77 illus. in color.online resource. :
Contained By:
Springer Nature eBook
標題:
Applied mathematics. -
電子資源:
https://doi.org/10.1007/978-3-319-21176-3
ISBN:
9783319211763
Numerical Methods and Modelling for Engineering
Khoury, Richard.
Numerical Methods and Modelling for Engineering
[electronic resource] /by Richard Khoury, Douglas Wilhelm Harder. - 1st ed. 2016. - XVII, 332 p. 131 illus., 77 illus. in color.online resource.
Modelling and Errors -- Numerical Representation -- Iteration -- Linear Algebra -- Taylor Series -- Interpolation, Regression, and Extrapolation -- Bracketing -- Root Finding -- Optimization -- Differentiation -- Integration -- Initial Value Problems -- Boundary Value Problems.
This textbook provides a step-by-step approach to numerical methods in engineering modelling. The authors provide a consistent treatment of the topic, from the ground up, to reinforce for students that numerical methods are a set of mathematical modelling tools which allow engineers to represent real-world systems and compute features of these systems with a predictable error rate. Each method presented addresses a specific type of problem, namely root-finding, optimization, integral, derivative, initial value problem, or boundary value problem, and each one encompasses a set of algorithms to solve the problem given some information and to a known error bound. The authors demonstrate that after developing a proper model and understanding of the engineering situation they are working on, engineers can break down a model into a set of specific mathematical problems, and then implement the appropriate numerical methods to solve these problems. Uses a “building-block” approach, starting with simpler mathematical tools and using them to develop more and more complex models and methods; Integrates modelling, error measuring, and programming, with numerical methods, in order to give an engineering emphasis to an otherwise mathematical topic; Demonstrates not only how the math and algorithms work but also how they can be used in engineering practice.
ISBN: 9783319211763
Standard No.: 10.1007/978-3-319-21176-3doiSubjects--Topical Terms:
1069907
Applied mathematics.
LC Class. No.: TA329-348
Dewey Class. No.: 519
Numerical Methods and Modelling for Engineering
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