Parameter tuning for ant colony optimization: A review

Proceedings of the International Conference on Computer and Communication Engineering 2008, ICCCE08: Global Links for Human Development

Volumn , Issue , 2008, Pages 542-545

  Wong, Kuan Yew ^a   Komarudin, ^a  

^a UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

Author keywords

[No Author keywords available]

Indexed keywords

TECHNOLOGY; TUNING;

ANT-COLONY OPTIMIZATION; COMMUNICATION ENGINEERING; CONVERGENCE PROBLEMS; HUMAN DEVELOPMENTS; INTERNATIONAL CONFERENCES; LITTLE RESEARCH; PARAMETER TUNING; PREMATURE CONVERGENCE; SEARCH SPACES;

OPTIMIZATION;

EID: 51849097767     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCCE.2008.4580662     Document Type: Conference Paper

References (19)

1. C. Blum, "Ant Colony Optimization: Introduction and recent trends," Phys. of Live Reviews vol. 2, no. 4, pp. 353-373, 2005.
2. M. Dorigo and C. Blum, "Ant colony optimization theory: A survey," Theoretical Computer Science, vol. 334, pp. 243-78, 2005.
3. A. E. Eiben, R. Hinterding, and Z. Michalewicz, "Parameter Control in Evolutionary Algorithms," IEEE Trans. on Evolutionary Computation, vol. 3, no.2, pp. 124-141, 1999.
4. F. M. G. Bhríde, T. M. McGinnity, and L. J. McDaid, "Landscape classification and problem specific reasoning for genetic algorithm," International Journal of System &. Cybernetics, vol. 34, pp. 1469-1495, 2005.
5. M. Dorigo, V. Maniezzo, and A. Colorni, "The ant system: Optimization by a colony of cooperating agents," IEEE Trans. Syst, Man, Cybern. B, vol. 26, no. 2, pp. 29-41, 1996.
6. M. Dorigo and G. Di Caro, "Ant colony optimization: A new meta-heuristic," in Proc. IEEE Int. Conf. Evolutionary Computation, IEEE-CEC 99 pp. 1470-1477.
7. L. M. Gambardella and M. Dorigo, "An Ant Colony System hybridized with a new local search for the sequential ordering problem," INFORMS Journal on Computing, vol. 12, pp. 237-255, 2000.
8. D. Merkle, M. MiddendorfM, and H. Schmeck, "Ant colony optimization for resource-constrained project scheduling," IEEE Trans. on Evol. Comp., vol. 6, no.4, pp. 333-346, 2002.
9. C. Blum. "Beam-ACO-Hybridizing ant colony optimization with beam search: An application to open shop scheduling," Computers & Operations Res., vol. 32, pp. 1565-1591, 2005.
10. A. Shmygelska and H. H. Hoos "An ant colony optimisation algorithm for the 2D and 3D hydrophobic polar protein folding problem," BMC Bioinformatics, pp. 1-22, 2005.
11. M. L. Pilat and T. White, "Using Genetic Algorithms to optimize ACS-TSP," in Proc. of the Third Inter. Workshop on Ant Algorithms 2002, pp. 282-287.
12. M. Dorigo, and L. M. Gambardella, "Ant Colony System: a cooperative learning approach to the traveling salesman problem," IEEE Transaction on Evolutionary Compututation, vol. 1, no. 1, pp. 53-66, 1997.
13. I. Watanabe and S. Matsui, "Improving the Performance of ACO Algorithms by Adaptive Control of Candidate Set," in Proc. of the IEEE Congress on Evol. Comp. '03, 1355-1362.
14. L. Qin, J. Luo, Z. Chen, J. Guo, L. Chen, and Y. Pan, "Phelogenetic Tree Construction using Self Adaptive Ant Colony Algorithm," in Proc. of the First Inter. Multi-Symp. on Comp. and Comput. Sciences (IMSCCS'06), pp. 179-187.
15. Z. Hao, R. C. Cai, and H. Huang, "An Adaptive Parameter Control Strategy for ACO," in Proc. Int. Conf. On Machine Learning and Cybernetics 2006, pp. 203-206.
16. H. Huang, X. Yang, Z. Hao, and R. Cai: "A Novel ACO Algorithm with Adaptive Parameter," in Proc. ICIC (3) 2006, pp. 12-21.
17. Z. Hao, H. Huang, Y. Qin, R. Cai: "An ACO Algorithm with Adaptive Volatility Rate of Pheromone Trail," in Proc. Int. Conf. on Computational Science (4) 2007, pp. 1167-1170.
18. S. Favuzza, G. Graditi, and E. R. Sanseverino, "Adaptive and Dynamic Ant Colony Search Algorithm for Optimal Distribution Systems Reinforcement Strategy," Applied Intelligence, vol. 24, pp. 31-42, 2006.
19. M. Randall, "Near Parameter Free Ant Colony Optimisation," Workshop on Ant Algorithms 2004, pp. 374-381.