Infrared and Laser Engineering, Volume. 44, Issue 3, 845(2015)

Mind evolutionary bat algorithm and its application to feature selection of mixed gases infrared spectrum

Chen Yuanyuan1,2、*, Wang Zhibin1,2,3, and Wang Zhaoba1,3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(10)

    [2] [2] Qin Yuhua, Ding Xiangqian, Gong Huili. High dimensional feature selection in near infrared spectroscopy classification[J]. Infrared and Laser Engineering, 2013, 42(5): 1355-1359. (in Chinese)

    [3] [3] Guo Tengxiao, Ding Xuequan, Dong Xiaoqiang, et al. New method of preprocessing IR remote sensing spectrum signals based on EMD[J]. Infrared and Laser Engineering, 2013, 42(12): 3196-3200. (in Chinese)

    [5] [5] Zou Xiaobo, Zhao Jiewen, Povey M J W, et al. Variables selection methods in near-infrared spectroscopy[J]. Analytica Chimica Acta, 2010, 667: 14-32.

    [6] [6] Yang Xinshe. A new metaheuristic bat-inspired algorithm[J]. Nature Inspired Cooperative Strategies for Optimization, 2010, 284: 65-74.

    [7] [7] Wang Chuanlong, Xie Keming. Convergence of a new evolutionary computing algorithm in continuous state space[J]. International Journal of Computer Math, 2002, 79(1): 27-37.

    [8] [8] Mirjalili S, Lewis A. S-shaped versus V-shaped transfer functions for binary particle swarm optimization[J]. Swarm and Evolutionary Computation, 2013, 9(1): 1-14.

    [9] [9] Huang Guangbin, Zhu Qinyu, Siew C K. Extreme learning machine: theory and applications[J]. Neurocomputing, 2006, 70(1): 489-501.

    [10] [10] Liu Jiakun. High dimension artificial glowworm swarm optimization algorithm analysis application and research[D]. Nanning: Guangxi University for Nationalities, 2012. (in Chinese)

    CLP Journals

    [1] Chen Yuanyuan, Wang Fang, Wang Zhibin, Li Wenjun. Application of independent component analysis in aliasing peak identification of chemical warfare agents[J]. Infrared and Laser Engineering, 2016, 45(4): 423001

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    Chen Yuanyuan, Wang Zhibin, Wang Zhaoba. Mind evolutionary bat algorithm and its application to feature selection of mixed gases infrared spectrum[J]. Infrared and Laser Engineering, 2015, 44(3): 845

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    Paper Information

    Category: 红外技术及应用

    Received: Jul. 11, 2014

    Accepted: Aug. 12, 2014

    Published Online: Jan. 26, 2016

    The Author Email: Yuanyuan Chen (chenyy@nuc.edu.cn)

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