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Combining evolution strategies and neural network procedures for compression driver design | IEEE Conference Publication | IEEE Xplore

Combining evolution strategies and neural network procedures for compression driver design


Abstract:

Compression driver design involves the study of complex mathematical models characterized by a great number of variables, implying high computational cost and long design...Show More

Abstract:

Compression driver design involves the study of complex mathematical models characterized by a great number of variables, implying high computational cost and long design time. Therefore, an optimization procedure is required to enhance the design procedure, especially from the parameters point of view. In this paper, a combined approach based both on evolution strategy procedure and neural network model is presented. Taking into consideration several tests on a real compression driver, the proposed method is capable to enhance the design procedure from the point of view of obtained frequency response and of the computational performance.
Date of Conference: 24-29 July 2016
Date Added to IEEE Xplore: 03 November 2016
ISBN Information:
Electronic ISSN: 2161-4407
Conference Location: Vancouver, BC, Canada

References

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