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You're reading from  Scientific Computing with Python - Second Edition

Product typeBook
Published inJul 2021
Reading LevelIntermediate
PublisherPackt
ISBN-139781838822323
Edition2nd Edition
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Authors (3):
Claus Führer
Claus Führer
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Claus Führer

Claus Führer is a professor of scientific computations at Lund University, Sweden. He has an extensive teaching record that includes intensive programming courses in numerical analysis and engineering mathematics across various levels in many different countries and teaching environments. Claus also develops numerical software in research collaboration with industry and received Lund University's Faculty of Engineering Best Teacher Award in 2016.
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8.5 Subclasses and inheritance

In this section, we introduce some central concepts from object-oriented programming: abstract classes, subclasses, and inheritance. To guide you through these concepts, we consider another mathematical example: one-step methods for solving a differential equation.

The generic form of an ordinary initial value problem is as follows:


The data is the right-hand side function , the initial value , and the interval of interest .

The solution to this problem is a function . A numerical algorithm gives this solution as a vector of discrete values being approximations to . Here, and are discretized values of the independent variable , which in physical models often represents time.

A one-step method constructs the solution values by the recursion steps:

Here, is a step function that characterizes the individual methods, see also [28]:

  • Explicit Euler: _
  • Midpoint rule:
  • Runge–Kutta 4: with

What we did here is the typical way of describing...

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Scientific Computing with Python - Second Edition
Published in: Jul 2021Publisher: PacktISBN-13: 9781838822323

Authors (3)

author image
Claus Führer

Claus Führer is a professor of scientific computations at Lund University, Sweden. He has an extensive teaching record that includes intensive programming courses in numerical analysis and engineering mathematics across various levels in many different countries and teaching environments. Claus also develops numerical software in research collaboration with industry and received Lund University's Faculty of Engineering Best Teacher Award in 2016.
Read more about Claus Führer