Can i trust this software package? An exercise in validation of computational results

Mordechai Shacham, Neima Brauner, W. Robert Ashurst, Michael B. Cutlip

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

A systematic approach for identification of causes for a failure in an ODE integration algorithm used to reach a correct solution of a particular problem is presented. The procedure checks that whether a similar algorithm in a different package yields the same solution and whether the default algorithm parameters are appropriate. The stiffness of the problem is assessed and a comparison of solutions obtained by stiff and non-stiff algorithms was carried out. Numerical software was used to solve ODEs and demonstrated that the results of ODE solvers must be verified and the reduction of error tolerances and problem solution by different packages are very efficient in detecting accurate solutions. The Polymath package was found to be most suitable for such tests as it enabled the export of model equations to other packages and can be used when difficulties are encountered during numerical problem solving.

Original languageEnglish
Pages (from-to)53-59
Number of pages7
JournalChemical Engineering Education
Volume42
Issue number1
StatePublished - 1 Dec 2008

ASJC Scopus subject areas

  • General Chemistry
  • General Chemical Engineering

Fingerprint

Dive into the research topics of 'Can i trust this software package? An exercise in validation of computational results'. Together they form a unique fingerprint.

Cite this