Numerical analysis project in ODEs for undergraduate students

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Designing good projects involving programming in numerical analysis for large groups of students with different backgrounds is a challenging task. The assignment has to be manageable for the average student, but to additionally inspire the better students it is preferable that it has some depth and leads to them to think about the subject. We describe a project that was assigned to the students of an introductory Numerical Analysis course at the University of Iceland. The assignment is to numerically compute the length of solution trajectories of a system of ordinary differential equations with a stable equilibrium point. While not difficult to do, the results are somewhat surprising and got the better students to get interested in what was happening. We describe the project, its solution using Matlab, and the underlying mathematics in some detail. Further, we discuss the pedagogical aspects of the project and the results in terms of its success and shortcomings.

Original languageEnglish
Title of host publicationComputational Science - ICCS 2019 - 19th International Conference, 2019, Proceedings
EditorsJoão M.F. Rodrigues, Pedro J.S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Peter M.A. Sloot, Jack J. Dongarra
PublisherSpringer Verlag
Pages421-434
Number of pages14
ISBN (Print)9783030227494
DOIs
Publication statusPublished - 2019
Event19th International Conference on Computational Science, ICCS 2019 - Faro, Portugal
Duration: 12 Jun 201914 Jun 2019

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume11540 LNCS

Conference

Conference19th International Conference on Computational Science, ICCS 2019
Country/TerritoryPortugal
CityFaro
Period12/06/1914/06/19

Bibliographical note

Publisher Copyright: © Springer Nature Switzerland AG 2019.

Other keywords

  • Lyapunov functions
  • Numerical integration
  • Ordinary differential equations
  • Scientific computing project

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