Add new method - New Sampling Strategy for Method of Morris

[willu47]

Khare et al. (2015) describe an improved method for sampling for the method of morris.

[JoerivanEngelen]

I'm currently looking into this, implementing it should not be too hard.
(Was not really happy with the uniformity of my optimized samples)

If I understand it correctly, the main improvement is that you ensure that the first points of the trajectories are uniformly distributed across parameters.
(Isn't that the same as Latin Hypercube sampling?)

The rest of the method in the paper is what we call "brute force optimization" in SALib. I expect to work on this tomorrow.

FYI: Original (MATLAB) code can be found here:
https://abe.ufl.edu/faculty/carpena/software/SUMorris.shtml

[willu47]

Okay, do note the license terms:

These Matlab (R) packages were developed by Drs. Yogesh Khare and Rafael Muñoz-Carpena. This program is distributed as Freeware/Public Domain under the terms of GNU-License. If the program is found useful, the authors ask that acknowledgment is given to its use in any resulting publication and the authors notified. The source code is available from the authors upon request.