On the usage of differential evolution for function optimization | IEEE Conference Publication | IEEE Xplore

On the usage of differential evolution for function optimization


Abstract:

Differential evolution (DE) has recently proven to be an efficient method for optimizing real-valued multi-modal objective functions. Besides its good convergence propert...Show More

Abstract:

Differential evolution (DE) has recently proven to be an efficient method for optimizing real-valued multi-modal objective functions. Besides its good convergence properties and suitability for parallelization, DE's main assets are its conceptual simplicity and ease of use. This paper describes several variants of DE and elaborates on the choice of DE's control parameters, which corresponds to the application of fuzzy rules. Finally, the design of a howling removal unit with DE is described to provide a real-world example for DE's applicability.
Date of Conference: 19-22 June 1996
Date Added to IEEE Xplore: 06 August 2002
Print ISBN:0-7803-3225-3
Conference Location: Berkeley, CA, USA

References

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