• Chinese Core Periodicals
  • Chinese Core Journals of Science and Technology
  • RCCSE Chinese Authoritative Academic Journals
HE Rong-jun, ZHANG Li, PANG Cheng, CHEN Xiong. Application of Ant Colony Neural Network in Mine Safety Assessment[J]. Safety in Coal Mines, 2012, 43(4): 178-180.
Citation: HE Rong-jun, ZHANG Li, PANG Cheng, CHEN Xiong. Application of Ant Colony Neural Network in Mine Safety Assessment[J]. Safety in Coal Mines, 2012, 43(4): 178-180.

Application of Ant Colony Neural Network in Mine Safety Assessment

More Information
  • Published Date: April 09, 2012
  • Coal mine safety assessment is the major content in preventing and controlling the coal mine disasters.Combining ant colony algorithm with neural networks,neural network security evaluation model was established based on ant colony algorithm by using ant colony algorithm to train the neural network weights,which was applied to evaluate coal mine safety.Practice proved that this model had extensive mapping ability of neural network and rapid global convergence of ant colony algorithm.
  • [1]
    Martin T.Hagan,Neural Network Design=神经网络设计[M].戴葵,译.北京:机械工业出版社,2002.
    [2]
    朱大奇,史慧.人工神经网络原理及应用[M].北京:科学出版社,2006.
    [3]
    Jackson D E,Holombe M,Ratnieks F L W.Trail geom-etry gives polarity to ant foraging networks[J].Nature,2004,432(7019):907-909.
    [4]
    段海滨.蚁群算法原理及其应用[M].北京:科学出版社,2005.
    [5]
    徐丽娜.神经网络控制[M].哈尔滨:哈尔滨工业大学出版社,1999.
    [6]
    Sivagaminathan Rahul Karthik,Ramakrishnan Sreeram.Ahybrid approach for feature subset selection using neuralnetworks and ant colony optimization[J].Expert Systemswith Applications,2006,5(12):1359-1366.
    [7]
    Hong Bingrong,Jin Feihu,Guo Qi.Hopfield neural net-work based on ant system[J].Journal of Harbin Instituteof Technology:New Series,2004,11(3):267-269.
    [8]
    飞思科技产品研发中心.神经网络理论与MATLAB7实现[M].北京:电子工业出版社,2005.
  • Related Articles

    [1]WANG Zhenwei, LI Yuanhao, WEI Yonghao, HUANG Kewei, JIANG Haitao, CHENG Yao. The influence of base inclination on slope deformation of inner dump under rainfall infiltration[J]. Safety in Coal Mines, 2024, 55(6): 169-175. DOI: 10.13347/j.cnki.mkaq.20231020
    [2]REN Jianxi, CHEN Shoujia, YUE Dong, HUO Xiaoquan, YUAN Zengyun, FAN Zhihai, KOU Yimin, HOU Zhengli. Study on triaxial compression failure mechanism of fractured coal and rock in 4-2 coal seam of Yuhua Mine[J]. Safety in Coal Mines, 2021, 52(9): 54-63.
    [3]LIU Jianguo, WANG Xingtao, SI Guobin. Study on mechanism of slope disaster in inner dump in Yimin Open-pit Mine[J]. Safety in Coal Mines, 2021, 52(3): 234-236.
    [4]CHEN Yu. Influence Mechanism of Distribution Position of External Dumping on Stability of Composite Slope in Open-pit Coal Mine[J]. Safety in Coal Mines, 2020, 51(12): 288-291.
    [5]WAN Zhongming, ZHU Tao, GAN Huaijun, DAI Feilong. Mechanism of Located-shifted Landslide in Weak Basement of Jiangjun Gobi No.2 Open-pit Coal Mine[J]. Safety in Coal Mines, 2020, 51(4): 77-80.
    [6]FU Xiangchao. Failure Mechanism Research on Inner Dumping Site of Haerwusu Surface Mine[J]. Safety in Coal Mines, 2017, 48(6): 212-214,218.
    [7]WANG Sheng. Study on Slope Deformation Mechanism and Failure Mode for High Frequent Landslide[J]. Safety in Coal Mines, 2016, 47(12): 46-48,52.
    [8]ZHAO De-qian, WANG Zhen-wei, LI Ying-zuo, WANG Gang. Failure Mechanism of Bedding Steep Slope[J]. Safety in Coal Mines, 2013, 44(9): 50-53.
    [9]WANG Cheng-shuai, KANG Tian-he, GUO Jun-qing, YANG Yong-kang. Deformation Damage Mechanisms and Supporting Measures of Coal Roadway With Compound Roof[J]. Safety in Coal Mines, 2013, 44(4): 211-213.
    [10]ZHOU Jie, MA Pi-liang, LI Shao-chen, LI Wei, MA Ming. Optimization of Dumping Parameters of Loess Based Earth Dump[J]. Safety in Coal Mines, 2012, 43(9): 40-43.

Catalog

    Article views (939) PDF downloads (0) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return