Abstract
Bu çalışmada, yeni bir akıllı karınca tipi kullanılmaktadır ve onlar ağ değişimlerinde yeni optimal yolu bulmaya çalışmaktadırlar. Kendini klonlayan karınca kolonisi yaklaşımı optimal yolu bulmak için kullanılır. Bu yaklaşım, arama ve yönlendirme algoritmalarına odaklanarak tasarlanmıştır. Kendini klonlayan karıncalar kendilerini klonlayabilir ya da yok edebilirler. Bu karıncalar kaynak ve hedef düğüm arasındaki optimal yolu bulurlar. Bu çalışmada, gerçek bir ağ içerisinde, iki farklı ağ ortamı oluşturulmuştur ve bu farklı ağ ortamlarındaki iki yönlendirme tablosu bu yaklaşım kullanılarak güncellenmiştir.
References
- BARAN, B., SOSA, S. (2000), A New Approach for AntNet routing, Computer Communications and Networks, Proceedings Ninth International Conference, 303- 308
- ESİN, E. M., ERDOGAN, Ş. Z. (2006) Self Cloning Ant Colony Approach and Optimal Path Finding, Proceedings of the Euro American Conference on Telematics and Information Systems (EATIS 2006), Colombia
- ERDOGAN, Ş. Z., ESİN, E. M. (2006) Routing Table Updating by Using Self Cloning Ant Colony Approach, Proceedings of 5th International Symposium on Intelligent Manufacturing Systems (IMS'2006), Sakarya, Türkiye
- YUN, H., ZİNCİR-HEYWOOD, A. N. (2004) Intelligent Ants for Adaptive Network Routing, Proceedings of the Second Annual Conference on Communication Networks and Services Research (CNSR'2004)
- FOROUZAN, B. A. (2001) Data Communications and Networking, Mc-Graw Hill, ISBN:0-07-232204-7
- HALABİ, B. (1997) Internet Routing Architectures, Cisco Press, ISBN: 1-56205-652-2,
- LİANG, S., ZİNCİR-HEYWOOD, A. N., HEYWOOD, M. I. (2005) Adding More Intelligence to the Network Routing Problem: AntNet and GA-agents, Elsevier
- CARO, G. D., DORIGO, M. (1998) AntNet: Distributed Stigmergetic Control for Communications Networks, J. Artificial Intelligence, vol. 9, 317-365
- ERDOGAN, S. Z., ESİN, E. M. (2006) An Application of Two Different Algorithms on the Same Network, Proceedings of the International Symposium on Communications and Information Technologies 2006 (ISCIT2006), Thailand
- OMNET++, http://www.omnetpp.org/external/whatis.php, June 2005
- PERKINS, C. E., Royer, E. M., 1999, Ad-hoc on demand distance vector routing, In Proceedings of the 2nd IEEE Workshop on Mobile Computing Systems and Applications, pages 90 - 100, New Orleans
Abstract
In this study, a new intelligent agent type which tries to find the new optimal path when the network changes is used. Self Cloning Ant Colony Approach is used to find the optimal path. The approach focusing on the search and routing algorithm has been developed. Self Cloning Ants can clone or destroy themselves. These ants find the optimal path between the source and destination node. In this study, in a real network, two different network environments have been created and two routing tables in these different network environments have been updated by using this approach.
References
- BARAN, B., SOSA, S. (2000), A New Approach for AntNet routing, Computer Communications and Networks, Proceedings Ninth International Conference, 303- 308
- ESİN, E. M., ERDOGAN, Ş. Z. (2006) Self Cloning Ant Colony Approach and Optimal Path Finding, Proceedings of the Euro American Conference on Telematics and Information Systems (EATIS 2006), Colombia
- ERDOGAN, Ş. Z., ESİN, E. M. (2006) Routing Table Updating by Using Self Cloning Ant Colony Approach, Proceedings of 5th International Symposium on Intelligent Manufacturing Systems (IMS'2006), Sakarya, Türkiye
- YUN, H., ZİNCİR-HEYWOOD, A. N. (2004) Intelligent Ants for Adaptive Network Routing, Proceedings of the Second Annual Conference on Communication Networks and Services Research (CNSR'2004)
- FOROUZAN, B. A. (2001) Data Communications and Networking, Mc-Graw Hill, ISBN:0-07-232204-7
- HALABİ, B. (1997) Internet Routing Architectures, Cisco Press, ISBN: 1-56205-652-2,
- LİANG, S., ZİNCİR-HEYWOOD, A. N., HEYWOOD, M. I. (2005) Adding More Intelligence to the Network Routing Problem: AntNet and GA-agents, Elsevier
- CARO, G. D., DORIGO, M. (1998) AntNet: Distributed Stigmergetic Control for Communications Networks, J. Artificial Intelligence, vol. 9, 317-365
- ERDOGAN, S. Z., ESİN, E. M. (2006) An Application of Two Different Algorithms on the Same Network, Proceedings of the International Symposium on Communications and Information Technologies 2006 (ISCIT2006), Thailand
- OMNET++, http://www.omnetpp.org/external/whatis.php, June 2005
- PERKINS, C. E., Royer, E. M., 1999, Ad-hoc on demand distance vector routing, In Proceedings of the 2nd IEEE Workshop on Mobile Computing Systems and Applications, pages 90 - 100, New Orleans
Details
| Other ID | JA55VD84KR |
|---|---|
| Journal Section | Articles |
| Authors | |
| Publication Date | August 5, 2016 |
| Published in Issue | Year 2008 Volume: 9 Issue: 1 |