Construction of cubic timmer triangular patches and its application in scattered data interpolation

  • Fatin Amani Mohd Ali
  • , Samsul Ariffin Abdul Karim
  • , Azizan Saaban
  • , Mohammad Khatim Hasan
  • , Abdul Ghaffar
  • , Kottakkaran Sooppy Nisar
  • , Dumitru Baleanu

Research output: Contribution to journalArticlepeer-review

25 Scopus citations

Abstract

This paper discusses scattered data interpolation by using cubic Timmer triangular patches. In order to achieve C1 continuity everywhere, we impose a rational corrected scheme that results from convex combination between three local schemes. The final interpolant has the form quintic numerator and quadratic denominator. We test the scheme by considering the established dataset as well as visualizing the rainfall data and digital elevation in Malaysia. We compare the performance between the proposed scheme and some well-known schemes. Numerical and graphical results are presented by using Mathematica and MATLAB. From all numerical results, the proposed scheme is better in terms of smaller root mean square error (RMSE) and higher coefficient of determination (R2). The higher R2 value indicates that the proposed scheme can reconstruct the surface with excellent fit that is in line with the standard set by Renka and Brown's validation.

Original languageEnglish
Article number159
JournalMathematics
Volume8
Issue number2
DOIs
StatePublished - 1 Feb 2020

Keywords

  • Convex combination
  • Cubic ball triangular patches
  • Cubic Bezier triangular patches
  • Cubic timmer triangular patches
  • Scattered data interpolation

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