期刊全称 | Applied Scientific Computing | 期刊简称 | With Python | 影响因子2023 | Peter R. Turner,Thomas Arildsen,Kathleen Kavanagh | 视频video | | 发行地址 | Provides practical programming examples and exercises in the increasingly popular, free and open-source Python language.Presents a project-oriented approach that helps readers practice the introduced | 学科分类 | Texts in Computer Science | 图书封面 |  | 影响因子 | .This easy-to-understand textbook presents a modern approach to learning numerical methods (or scientific computing), with a unique focus on the modeling and applications of the mathematical content. Emphasis is placed on the need for, and methods of, scientific computing for a range of different types of problems, supplying the evidence and justification to motivate the reader. Practical guidance on coding the methods is also provided, through simple-to-follow examples using Python..Topics and features: provides an accessible and applications-oriented approach, supported by working Python code for many of the methods; encourages both problem- and project-based learning through extensive examples, exercises, and projects drawn from practical applications; introduces the main concepts in modeling, python programming, number representation, and errors; explains the essential details of numerical calculus, linear, and nonlinear equations, including the multivariable Newton method; discusses interpolation and the numerical solution of differential equations, covering polynomial interpolation, splines, and the Euler, Runge–Kutta, and shooting methods; presents largely self-contained cha | Pindex | Textbook 2018 |
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