Simple Multi-Objective Cross Entropy Method

Versione 2.0.3 (643 KB) da Gerardo Beruvides
Single and Multiple Objective Cross Entropy (SMOCE) optimization toolbox
0.0
(0)
458 download
Aggiornato 11 apr 2018

Visualizza la licenza

SMOCE is a MATLAB toolbox for solving optimization problems by using the cross entropy-method. The toolbox includes functions for single- and multi-objective optimization. Functions for evaluating the quality of the obtained Pareto front, in multi-objective optimization, are also comprised. The toolbox also incorporates examples (see User Guide.pdf) for both single- and multi-objective optimization problems.
For more information about theoretical and practical implementations please consult:
1. Haber, R.; Beruvides, G.; Quiza, R.; Gonzalez, A. (2017) “A Simple Multi-Objective Optimization based on the Cross-Entropy Method” In: IEEE Access, 5, pp. 22272-22281, doi: 10.1109/ACCESS.2017.2764047.
2. Beruvides, G.; Quiza, R.; Haber, R. (2016) “Multi-objective optimization based on an improved cross-entropy method. A case study of a micro-scale manufacturing process”. In: Information Sciences, Springer, 334-335, 9, pp. 161-173, doi: 10.1016/j.ins.2015.11.040.

Cita come

Gerardo Beruvides (2025). Simple Multi-Objective Cross Entropy Method (https://it.mathworks.com/matlabcentral/fileexchange/66052-simple-multi-objective-cross-entropy-method), MATLAB Central File Exchange. Recuperato .

Compatibilità della release di MATLAB
Creato con R2015a
Compatibile con qualsiasi release
Compatibilità della piattaforma
Windows macOS Linux
Tag Aggiungi tag

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Versione Pubblicato Note della release
2.0.3

Matlab 2015a or higher is required
The new update introduce a detailed user guide with several examples for simple and multiple objectives optimization problems with and without constrains.
2.0.1.0