A Novel Spatial Clustering Analysis Method Using Bat Algorithm

Guanghui LIU , Heyan HUANG , Shumei WANG , Zhaoxiong CHEN *1 School of Computer Science and Technology, Nanjing University of Science & Technology, Nanjing, 210094, China, lgh025@163.com 2 School of Computer Science and Technology, Beijing Institute of Technology, Beijing, 100081, China, hhy63@bit.edu.cn 3 school of Information Engineering, Nanjing University of Finance & Economics, Nanjing, 210046, China

[1]  Qi Lv,et al.  Simple Assembly Line Balancing Using Particle Swarm Optimization Algorithm , 2011 .

[2]  Sun Cai-tang A multiple subswarms evolutionary algorithm for multi-objective optimization problems , 2007 .

[3]  J. Bezdek,et al.  FCM: The fuzzy c-means clustering algorithm , 1984 .

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

[5]  Jian Wang,et al.  Studies on Optimization Algorithms for Some Artificial Neural Networks Based on Genetic Algorithm (GA) , 2011, J. Comput..

[6]  Barbara Webb,et al.  Swarm Intelligence: From Natural to Artificial Systems , 2002, Connect. Sci..

[7]  Pavel Berkhin,et al.  A Survey of Clustering Data Mining Techniques , 2006, Grouping Multidimensional Data.

[8]  C. Moss,et al.  Echolocation in bats and dolphins , 2003 .

[9]  Fan Jun-qing Study on multi-objective particle swarm optimization algorithm , 2008 .

[10]  Xin-She Yang,et al.  A New Metaheuristic Bat-Inspired Algorithm , 2010, NICSO.

[11]  Maria-Florina Balcan,et al.  On a theory of learning with similarity functions , 2006, ICML.

[12]  Xin-She Yang,et al.  Nature-Inspired Metaheuristic Algorithms , 2008 .

[13]  Jian Pei,et al.  Clustering by Pattern Similarity , 2008, Journal of Computer Science and Technology.

[14]  Anil K. Jain,et al.  Data clustering: a review , 1999, CSUR.

[15]  Jack A. Tuszynski,et al.  Biomedical Applications for Introductory Physics , 2001 .

[16]  Dejun Mu,et al.  A Fast Approach to K-means Clustering for Time Series Based on Symbolic Representation , 2012 .

[17]  Ching-Yi Chen,et al.  Alternative KPSO-Clustering Algorithm , 2005 .