Interpolating function with monotonic decresing first derivative

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Hello, everyone.
I want to find an interpolating function with monotonic decreasing first derivative as shown in the figure.
The black points are the data and the red line is the interpolating function I want to get.
The only condition of interpolating function is: dY/dX should monotonic decreasing .
Is their any interpolating function and solve this problem in MATLAB??
Thanks for any helpful ideas.
  9 个评论
Kim Jeong Min
Kim Jeong Min 2018-10-17
编辑:Kim Jeong Min 2018-10-17
The purpose of this project is making discontinuous data become continuous. So, I think both options are acceptable.

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采纳的回答

Bruno Luong
Bruno Luong 2018-10-17
You can use PCHIP, either in the toolbox or as option of INTERP1 for shape-preserving interpolation.
For fitting you might take a look at my BSFK tool or John d'Errico SLM.
  1 个评论
Kim Jeong Min
Kim Jeong Min 2018-10-17
Thank you for your solution. I realized the interpolating method must pass the data which is not I want. I think I have to try fitting procedure through your opinion.

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