Simple Multi-Objective Cross Entropy Method

Single and Multiple Objective Cross Entropy (SMOCE) optimization toolbox

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.