K-means Algorithm Based on Particle Swarm Optimization for the Identification of Rock Discontinuity Sets

[1]  J. Markland The analysis of principal components of orientation data , 1974 .

[2]  R. J. Shanley,et al.  Delineation and analysis of clusters in orientation data , 1976 .

[3]  Mahtab,et al.  A Rejection Criterion For Definition Of Clusters In Orientation Data , 1982 .

[4]  Pinnaduwa Kulatilake,et al.  Estimation of mean trace length of discontinuities , 1984 .

[5]  A. Pecher SCHMIDTMAC—a program to display and analyze directional data , 1989 .

[6]  James Kennedy,et al.  Particle swarm optimization , 2002, Proceedings of ICNN'95 - International Conference on Neural Networks.

[7]  W. Dershowitz,et al.  A Stochastic Approach For Fracture Set Definition , 1996 .

[8]  R. E. Hammah,et al.  Fuzzy cluster algorithm for the automatic identification of joint sets , 1998 .

[9]  Yue Shi,et al.  A modified particle swarm optimizer , 1998, 1998 IEEE International Conference on Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98TH8360).

[10]  R. Hammah,et al.  On Distance Measures for the Fuzzy K-means Algorithm for Joint Data , 1999 .

[11]  Siddheswar Ray,et al.  Determination of Number of Clusters in K-Means Clustering and Application in Colour Image Segmentation , 2000 .

[12]  Wei Zhou,et al.  Implementation of multivariate clustering methods for characterizing discontinuities data from scanlines and oriented boreholes , 2002 .

[13]  Ki-Bok Min,et al.  Determining the equivalent permeability tensor for fractured rock masses using a stochastic REV approach: Method and application to the field data from Sellafield, UK , 2004 .

[14]  K. Obermayer,et al.  A new clustering approach for partitioning directional data , 2005 .

[15]  Nicholas Sitar,et al.  A spectral method for clustering of rock discontinuity sets , 2006 .

[16]  Michael J. Brusco,et al.  Initializing K-means Batch Clustering: A Critical Evaluation of Several Techniques , 2007, J. Classif..

[17]  Michael N. Vrahatis,et al.  Parameter selection and adaptation in Unified Particle Swarm Optimization , 2007, Math. Comput. Model..

[18]  R. Jimenez,et al.  Fuzzy spectral clustering for identification of rock discontinuity sets , 2008 .

[19]  Halil Karahan,et al.  Prediction of hard rock TBM penetration rate using particle swarm optimization , 2011 .

[20]  B. Moshiri,et al.  Investigating the validity of conventional joint set clustering methods , 2011 .

[21]  Ying Zhang,et al.  Determination of Geometrical and Structural Representative Volume Elements at the Baihetan Dam Site , 2012, Rock Mechanics and Rock Engineering.

[22]  L. Xu,et al.  Fuzzy C-Means Cluster Analysis Based on Mutative Scale Chaos Optimization Algorithm for the Grouping of Discontinuity Sets , 2012, Rock Mechanics and Rock Engineering.

[23]  M. Markovaara-Koivisto,et al.  MATLAB script for analyzing and visualizing scanline data , 2012, Comput. Geosci..

[24]  Fuzhen Zhuang,et al.  Particle swarm optimization using dimension selection methods , 2013, Appl. Math. Comput..