Data from: A global optimization paradigm based on change of measures

Sarkar S, Roy D, Vasu RM

Date Published: May 19, 2015

DOI: http://dx.doi.org/10.5061/dryad.6rj0n.2

 

Files in this package

Content in the Dryad Digital Repository is offered "as is." By downloading files, you agree to the Dryad Terms of Service. To the extent possible under law, the authors have waived all copyright and related or neighboring rights to this data. CC0 (opens a new window) Open Data (opens a new window)

Title exampleexperiment
Downloaded 6 times
Description This is the main file for solving global optimization problems. In this specific case pseudo-code 2 has been used for demonstrating the performance the algorithm. All the input values (i.e. dimension of problem, minimum and maximum function evaluations) are to be given here. To run this code, except the functions uploaded herein plese use the two function benchmarks.m and fgeneric.m from https://www.lri.fr/~hansen/cmaes_inmatlab.html which is an open sorce platform.
Download exampleexperiment.m (3.1 Kb)
Details View File Details
Title MY_OPTIMIZER
Downloaded 4 times
Description The specific optimization algorithm is written here. For solving the global optimization problem with a different algorithm, only this function needs to be modified.
Download MY_OPTIMIZER.m (2.53 Kb)
Details View File Details
Title new_KS_EnKF_gain_matrix
Downloaded 4 times
Description This function creates the gain matrix, defined in the main manuscript, which is required in pseudo code 2 for giving the evolving particle proper directionality.
Download new_KS_EnKF_gain_matrix.m (583 bytes)
Details View File Details
Title phase_K
Downloaded 5 times
Description The phase data (attached) for the illustrative example in Section 5.2
Download phase_K.TIF (706.3 Kb)
Details View File Details
Title phase_K
Downloaded 7 times
Description The phase data (attached) for the illustrative example in Section 5.2
Download phase_K.TXT (12.25 Kb)
Details View File Details

When using this data, please cite the original publication:

Sarkar S, Roy D, Vasu RM (2015) A global optimization paradigm based on change of measures. Royal Society Open Science 2(7): 150123. http://dx.doi.org/10.1098/rsos.150123

Additionally, please cite the Dryad data package:

Sarkar S, Roy D, Vasu RM (2015) Data from: A global optimization paradigm based on change of measures. Dryad Digital Repository. http://dx.doi.org/10.5061/dryad.6rj0n.2
Cite | Share
Download the data package citation in the following formats:
   RIS (compatible with EndNote, Reference Manager, ProCite, RefWorks)
   BibTex (compatible with BibDesk, LaTeX)

Version History

Item Version Date Summary

* Selected Version

Search for data

Be part of Dryad

We encourage organizations to: