NDLI: The optimization of micro-perforated panel absorber based on self-adaption niche genetic algorithm

Content Provider	IEEE Xplore Digital Library
Author	Sun Wenjuan Su Haipeng Duan Xiuhua Liu Youjiang Kong Deyi You Hui Zhao Zhan
Copyright Year	2012
Description	Author affiliation: Institute of Electronics, Chinese Academy of Sciences, Beijing, 100190, China (Zhao Zhan) \|\| State Key Laboratory of Transducer Technology, Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei, 230031, China (Sun Wenjuan; Su Haipeng; Duan Xiuhua; Liu Youjiang; Kong Deyi; You Hui)
Abstract	The absorption properties of Micro-perforated panel absorber depend mainly on its structure parameters. As a result, reasonable parameters can obtain better sound absorption. But it is unrealistic to search for the optimum parameters through the exhaustive search. Classical genetic algorithm is easy to fall into local optimal value and niche genetic algorithm operation is complicated and time consuming. Therefore, the Self-adaption niche genetic algorithm is used in optimizing monolayer and double layer micro perforated panel absorber in this paper. Wider band and higher absorption come true by searching for the optimal combination of parameters. Compared with the traditional genetic algorithm and simulated annealing algorithm which was tested under the same conditions, the results show that the average absorption coefficient is higher, optimization effect is better and the band is wider by using the parameter combination which is obtained by the Self-adaption niche genetic algorithm.
Starting Page	7199
Ending Page	7203
File Size	377801
Page Count	5
File Format	PDF
ISBN	9781467325813
ISSN	21612927
e-ISBN	9789881563811
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-07-25
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Chinese Assoc of Automati
Subject Keyword	Absorption Genetic algorithm Simulated annealing Acoustics Electronic mail Micro-perforated panel Sun Sound absorption Self-adaption niche genetic algorithm Optimization Genetic algorithms
Content Type	Text
Resource Type	Article

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