LANGUAGE

Mathematica

INTERPOLATION

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Major

Computer


BACKGROUND

What is Interpolation? [PDF] [DOC]

History of Interpolation [PDF] [DOC]

Test your knowledge on background of interpolation [HTML] [PDF] [DOC]

PHYSICAL PROBLEM

A robot arm path needs to be developed over several points on a flat plate. The path needs to be smooth to avoid sudden jerky motion and at the same time needs to be short. [PDF] [DOC]

 

NUMERICAL METHOD

DIRECT METHOD

How does the direct method work? [PDF] [DOC]

Linear Interpolation [YOUTUBE 8:53]

Quadratic Interpolation [YOUTUBE 8:17]

Cubic Interpolation - Part 1 of 2 [YOUTUBE 9:37] 

Cubic Interpolation - Part 2 of 2 [YOUTUBE 7:51]

A Power point presentation [PDF] [PPT]

Worksheets of the method [PDF] [NB]

Test your knowledge of the method [HTML] [PDF] [DOC]

 

NEWTON DIVIDED DIFFERENCE METHOD

How does the Newton's divided difference polynomial method work? [PDF] [DOC]

A Power point presentation [PDF] [PPT]

Worksheets of the method [PDF] [NB]

Test your knowledge of the method [HTML] [PDF] [DOC]

LAGRANGE METHOD

How does the Lagrange method work? [PDF] [DOC]

A Power point presentation [PDF] [PPT]

Worksheets of the method [PDF] [NB]

Test your knowledge of the method [HTML] [PDF] [DOC]

 

SPLINE METHOD

How does the spline method work? [PDF] [DOC]

Linear Spline Interpolation: Theory [YOUTUBE 7:56]

Linear Spline Interpolation: Example [YOUTUBE 5:27]

Quadratic Spline Theory: Part 1 of 2 [YOUTUBE 9:49]

Quadratic Spline Theory: Part 2 of 2 [YOUTUBE 5:27]

Quadratic Spline Interpolation: Example: Part 1 of 2 [YOUTUBE 10:48]

Quadratic Spline Interpolation: Example: Part 2 of 2 [YOUTUBE 7:05]

A Power point presentation [PDF] [PPT]

Worksheets of the method [PDF] [NB]

Test your knowledge of the method [HTML] [PDF] [DOC]

 

ANECDOTES

The lurking dangers of extrapolation! [PDF] [DOC] [NB] [PDF]

Why is higher order interpolation is a bad idea? [PDF] [DOC] [NB] [PDF]

Comparison of spline and polynomial interpolation. [PDF] [DOC] [NB] [PDF]

How choice of points of interpolation affects approximations! [PDF] [DOC] [NB] [PDF]

How splines can help in developing a shorter path for a robot!  [PDF] [DOC] [NB] [PDF]

Runge [HTML] [PDF] [DOC]

Newton [HTML] [PDF] [DOC]

Lagrange [HTML] [PDF] [DOC]

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Creative Commons License Copyrights: University of South Florida, 4202 E Fowler Ave, Tampa, FL 33620-5350. All Rights Reserved. Questions, suggestions or comments, contact kaw@eng.usf.edu  This material is based upon work supported by the National Science Foundation under Grant# 0126793, 0341468 and 0717624.  Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.  Other sponsors include Mathematica, MathCAD, USF, FAMU and MSOE.  Numerical Methods for Undergraduates by http://numericalmethods.eng.usf.edu is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 3.0 United States License.  Based on a work at numericalmethods.eng.usf.edu