A Novel Ant Clustering Algorithm Based on Cellular Automata

Proceedings - IEEE/WIC/ACM International Conference on Intelligent Agent Technology. IAT 2004

Volumn , Issue , 2004, Pages 148-154

  Chen, Ling ^a,b   Xu, Xiaohua ^a   Chen, Yixin ^c   He, Ping ^a  

^a YANGZHOU UNIVERSITY   (China)

^b NANJING UNIVERSITY   (China)

^c University of Illinois at Urbana Champaign   (United States)

Author keywords

Ant colony algorithm; Ants Sleeping Model; Cellular automata; Swarm intelligence

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; DATA MINING; DATA REDUCTION; INFORMATION THEORY; MATHEMATICAL MODELS;

ANT COLONY ALGORITHMS; ANTS SLEEPING MODELS; CELLULAR AUTOMATA; SWARM INTELLIGENCE;

AUTOMATA THEORY;

EID: 16244406557     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. von Neumann J., Theory of self reproducing cellular automata. University of Illinois Press, Urbana and London, 1966.
2. Bonabeau E., Dorigo M., Théraulaz G., Swarm Intelligence: From Natural to Artificial Systems. Santa Fe Institute in the Sciences of the Complexity, Oxford University Press, New York, Oxford, 1999.
3. Kennedy J., Eberhart R.C., Swarm Intelligence. San Francisco, CA: Morgan Kaufmann Publishers. 2001.
4. Dorigo M., Maniezzo V., Colorni A., Ant system: optimization by a colony of cooperative learning approach to the traveling agents[J], IEEE Trans. On Systems, Man, and Cybernetics, 1996, 26(1):29-41
5. Di Caro G., Dorigo M., AntNet: A mobile agents approach for adaptive routing, Technical Report, IRIDIA 97-12, 1997
6. Holland O.E., Melhuish C., Stigmergy, self-organization, and sorting in collective robotics, Artificial Life 5,1999, pp. 173-202.
7. Dorigo M., Bonabeau E., Théraulaz G., Ant Algorithms and stigmergy, Future Generation Computer Systems 16(2000) 851-871.
8. Deneubourg, J.-L., Goss, S., Franks, N., Sendova-Franks A., Detrain, C., Chretien, L. "The Dynamic of Collective Sorting Robot-like Ants and Ant-like Robots", SAB'90 - 1st Conf. On Simulation of Adaptive Behavior: From Animals to Animats, J.A. Meyer and S.W. Wilson (Eds.), 356-365. MIT Press, 1991.
9. Lumer E., Faieta B., Diversity and adaptation in populations of clustering ants, in: J.-A.Meyer, S.W. Wilson(Eds.), Proceedings of the Third International Conference on Simulation of Adaptive Behavior: From Animats, Vol.3, MIT Press/Bradford Books
10. Kuntz P., Layzell P., Snyder D., A colony of ant-like agents for partitioning in VLSI technology, in: P. Husbands, I. Harvey(Eds.), Proceedings of the Fourth European Conference on Artificial Life, MIT Press, Cambridge, MA, 1997, pp.412-424.
11. st Int. Conf. On Metaheuristics, Evolutionary and Bio-Inspired Algorithms, pp.284-293, Mérida, Spain, 6-8 Feb.2002.
12. Handl, J. and Meyer, B. Improved ant-based clustering and sorting in a document retrieval interface, PPSN VII, LNCS 2439, 2002.
13. http://www.maslow.org/