Optics and Precision Engineering, Volume. 21, Issue 2, 462(2013)

Sound quality prediction and weight analysis of vehicles based on GA-BP neural network

GAO Yin-han1,*... TANG Rong-jiang2, LIANG Jie1, ZHAO Tong-hang3 and ZHANG Li-tong2 |Show fewer author(s)
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  • 1[in Chinese]
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  • 3[in Chinese]
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    References(11)

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    [2] [2] SANG-KWON L. Objective evaluation of interior sound quality in passenger cars during acceleration [J]. Journal of Sound and Vibration, 2008, 310(5):149-168.

    [3] [3] GAO YH, SUN Q, LIANG J. Subjective evaluation research of B·class car’s interior sound quality [J]. Noise and Vibration Control, 2010, 30(4):115-118. (in Chinese)

    [4] [4] SHEN X M, ZUO S G, LI L, et al.. SVM predictor of vehicle interior sound quality [J]. Journal of Vibration and Shock, 2010, 29(6):66-68. (in Chinese)

    [5] [5] SAHIN Y, IKBALK E. Sound quality analysis of cars using hybrid neural networks[J]. Simulation Modeling Practice and Theory, 2008, 16(4):410-418.

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    [7] [7] DONG C H. Matlab Neural Network and Application[M]. Beijing:National Defense Industry Press, 2005:89-93. (in Chinese)

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    [9] [9] WANG P, WANG C Y, WANG W J. Application of GA-BP ANN in the prediction of wear volumes of rail steel [J]. Lubrication Engineering, 2011, 36(2):99-102. (in Chinese)

    [10] [10] MENG X P, ZHANG H G, TAN W Y.A hybrid method of GA and BP for short-term economic dispatch of hydrothermal power systems [J]. Mathematics and Computers in Simulation,2000,51(4):341-348.

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    GAO Yin-han, TANG Rong-jiang, LIANG Jie, ZHAO Tong-hang, ZHANG Li-tong. Sound quality prediction and weight analysis of vehicles based on GA-BP neural network[J]. Optics and Precision Engineering, 2013, 21(2): 462

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    Paper Information

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    Received: Aug. 30, 2012

    Accepted: --

    Published Online: Feb. 26, 2013

    The Author Email: Yin-han GAO (gaoyinhan@sohu.com)

    DOI:10.3788/ope.20132102.0462

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