The Cross-Entropy Method for Continuous Multi-Extremal Optimization

Author: Kroese Dirk   Porotsky Sergey   Rubinstein Reuven  

Publisher: Springer Publishing Company

ISSN: 1387-5841

Source: Methodology And Computing In Applied Probability, Vol.8, Iss.3, 2006-09, pp. : 383-407

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Abstract

In recent years, the cross-entropy method has been successfully applied to a wide range of discrete optimization tasks. In this paper we consider the cross-entropy method in the context of continuous optimization. We demonstrate the effectiveness of the cross-entropy method for solving difficult continuous multi-extremal optimization problems, including those with non-linear constraints.