메뉴 건너뛰기




Volumn 37, Issue 6, 2008, Pages 756-762

Back-analysis of rock mechanic parameters based on coupling algorithm of adaptive particle-awarm-optimization and back-propagation neural network

Author keywords

Adaptive particle swarm optimization algorithm; Back Propagation neural network; Feedback analysis; Rock mass mechanical parameter; Suofengying hydraulic power plant

Indexed keywords

ADAPTIVE ALGORITHMS; BACKPROPAGATION; BACKPROPAGATION ALGORITHMS; BRIDGE PIERS; ELASTIC MODULI; ELECTRIC POWER PLANTS; GENETIC ALGORITHMS; GLOBAL OPTIMIZATION; HYDRAULICS; IMAGE CLASSIFICATION; MECHANICS; MODAL ANALYSIS; OPTIMIZATION; PARTIAL DISCHARGES; PARTICLE SWARM OPTIMIZATION (PSO); POWER PLANTS; ROCK MECHANICS; ROCKS; STOCHASTIC MODELS; TORSIONAL STRESS;

EID: 57249115084     PISSN: 10001964     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (2)

References (16)
  • 1
    • 4444352651 scopus 로고
    • Determination of rock mass elastic moduli by back analysis of deformation measurement
    • Johannesburg
    • KIRSTEN H A D, Determination of rock mass elastic moduli by back analysis of deformation measurement[C]//Proceedings of Symposium on Exploration for Rock Engineering. Johannesburg: [s.n.]. 1976, 1154-1160.
    • (1976) Proceedings of Symposium on Exploration for Rock Engineering , pp. 1154-1160
    • Kirsten, H.A.D.1
  • 2
    • 21444441592 scopus 로고
    • Three-dimensional FEM analysis and back analysis for deformation monitoring of Ertan hydropower station chambers
    • ZHU Wei-shen, WANG Ke-jun, ZHU Jia-qiao, et al. Three-dimensional FEM analysis and back analysis for deformation monitoring of Ertan hydropower station chambers[J]. Rock and Soil Mechanicas, 1988, 9(3): 11-21.
    • (1988) Rock and Soil Mechanicas , vol.9 , Issue.3 , pp. 11-21
    • Zhu, W.-S.1    Wang, K.-J.2    Zhu, J.-Q.3
  • 3
    • 37349044334 scopus 로고    scopus 로고
    • Research into a feature selection method for hyperspectral imagery using PSO and SVM
    • YANG Hua-chao, ZHANG Shu-bi, DENG Ka-zhong, et al. Research into a feature selection method for hyperspectral imagery using PSO and SVM[J]. Journal of China University of Mining and Technology, 2007, 17(4): 473-478.
    • (2007) Journal of China University of Mining and Technology , vol.17 , Issue.4 , pp. 473-478
    • Yang, H.-C.1    Zhang, S.-B.2    Deng, K.-Z.3
  • 4
    • 30944434726 scopus 로고    scopus 로고
    • Displacement back analysis based on support vector machine and simulated annealing
    • XU Chuan-hua, REN Qing-wen, ZHOU Qing-hua. Displacement back analysis based on support vector machine and simulated annealing[J]. Chinese Journal of Rock Mechanics and Engineering, 2005, 24(22): 4134-4138.
    • (2005) Chinese Journal of Rock Mechanics and Engineering , vol.24 , Issue.22 , pp. 4134-4138
    • Xu, C.-H.1    Ren, Q.-W.2    Zhou, Q.-H.3
  • 5
    • 35248862054 scopus 로고    scopus 로고
    • Integrated intelligent feedback analysis of rock mechanics and engineering problems and its applications
    • FENG Xia-ting, ZHOU Hui, LI Shao-jun, et al. Integrated intelligent feedback analysis of rock mechanics and engineering problems and its applications[J]. Chinese Journal of Rock Mechanics and Engineering, 2007, 26(9): 1737-1744.
    • (2007) Chinese Journal of Rock Mechanics and Engineering , vol.26 , Issue.9 , pp. 1737-1744
    • Feng, X.-T.1    Zhou, H.2    Li, S.-J.3
  • 6
    • 34447132165 scopus 로고    scopus 로고
    • Wavelet neural network based on adaptive particle swarm optimization and its application to displacement back analysis
    • LIANG Gui-lan, XU Wei-ya, WEI Jie, et al. Wavelet neural network based on adaptive particle swarm optimization and its application to displacement back analysis[J]. Chinese Journal of Rock Mechanics and Engineering, 2007, 26(6): 1251-1257.
    • (2007) Chinese Journal of Rock Mechanics and Engineering , vol.26 , Issue.6 , pp. 1251-1257
    • Liang, G.-L.1    Xu, W.-Y.2    Wei, J.3
  • 7
    • 27744432360 scopus 로고    scopus 로고
    • Improved forecasting model to estimate stability of rock slope
    • LIU Xian-shan, ZHOU Chuang-bing. Improved forecasting model to estimate stability of rock slope[J]. Chinese Journal of Rock Mechanics and Engineering, 2005, 24(19): 3492-3498.
    • (2005) Chinese Journal of Rock Mechanics and Engineering , vol.24 , Issue.19 , pp. 3492-3498
    • Liu, X.-S.1    Zhou, C.-B.2
  • 8
    • 34547647658 scopus 로고    scopus 로고
    • Application of particle swarm optimization in urban water demand prediction
    • YUE Lin, ZHANG Hong-wei, WANG Liang. Application of particle swarm optimization in urban water demand prediction[J]. Journal of Tianjin University, 2007, 40(6): 742-746.
    • (2007) Journal of Tianjin University , vol.40 , Issue.6 , pp. 742-746
    • Yue, L.1    Zhang, H.-W.2    Wang, L.3
  • 9
    • 33745941406 scopus 로고    scopus 로고
    • Application of particle-swarm-optimization-based neural network to fault diagnosis
    • WEI Xiu-ye, PAN Hong-xia, MA Qing-feng. Application of particle-swarm-optimization-based neural network to fault diagnosis[J]. Journal of Vibration, Measurement and Diagnosis, 2006, 26(2): 132-137.
    • (2006) Journal of Vibration, Measurement and Diagnosis , vol.26 , Issue.2 , pp. 132-137
    • Wei, X.-Y.1    Pan, H.-X.2    Ma, Q.-F.3
  • 12
    • 33644941935 scopus 로고    scopus 로고
    • APSO-based nonlinear predicted control and its application for the pH neutralization reactor control
    • XIA Xiao-hua, LIU Bo, LUAN Zhi-ye, et al. APSO-based nonlinear predicted control and its application for the pH neutralization reactor control[J]. Control and Instruments in Chemical Industry, 2006, 33(1): 24-27.
    • (2006) Control and Instruments in Chemical Industry , vol.33 , Issue.1 , pp. 24-27
    • Xia, X.-H.1    Liu, B.2    Luan, Z.-Y.3
  • 13
    • 23044521614 scopus 로고    scopus 로고
    • Minds and cultures: Particle swarm implications for beings in socio-cognitive space
    • KENNEDY J. Minds and cultures: particle swarm implications for beings in socio-cognitive space[J]. Adaptive Behavior Journal, 1997: 269-288.
    • (1997) Adaptive Behavior Journal , pp. 269-288
    • Kennedy, J.1
  • 14
    • 33747437332 scopus 로고    scopus 로고
    • Urban water consumption forecast based on neural network model
    • ZOU Guang-yu, WANG Hong-feng, WANG Ding-wei, et al. Urban water consumption forecast based on neural network model[J]. Information and Control, 2004, 33(3): 364-368.
    • (2004) Information and Control , vol.33 , Issue.3 , pp. 364-368
    • Zou, G.-Y.1    Wang, H.-F.2    Wang, D.-W.3
  • 15
    • 0347760420 scopus 로고    scopus 로고
    • Resilient back propagation learning algorithm for recurrent fuzzy neural networks
    • MASTOROCOSTAS P A. Resilient back propagation learning algorithm for recurrent fuzzy neural networks[J]. Electronics Letters, 8th January 2004, 40(1): 27-31.
    • (2004) Electronics Letters, 8th January , vol.40 , Issue.1 , pp. 27-31
    • Mastorocostas, P.A.1
  • 16
    • 57249104363 scopus 로고    scopus 로고
    • Chinese source


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.