A new approach for AntNet routing

被引:27
作者
Barán, B [1 ]
Sosa, R [1 ]
机构
[1] Natl Univ Asuncion, Natl Comp Ctr, San Lorenzo, Paraguay
来源
NINTH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, PROCEEDINGS | 2000年
关键词
D O I
10.1109/ICCCN.2000.885506
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
AntNet is a new algorithm for packet routing in communication networks, firstly proposed by M. Dorigo and G. Di Care (1997). In AntNet, a group of mobile agents (artificial ante) build paths between pair of nodes, exploring the network concurrently and exchanging data to update routing tables. This work analyzes AntNet algorithms and proposes improvements, comparing their performance with respect to the original AntNet and other commercial algorithms like RIP and OSPF. Simulation results indicate a better throughput (amount of packages successfully routed per unit time) of the improved proposals. As for packet delay, the improved proposals overcame the original AntNet, although RIP and OSPF were unbeatable in this measure of performance. Due to the increase in the number of users in networks like Internet, it may be expected that network service administrators will prioritize throughput to maximize services to a growing number of users. So, AntNet and its variant here proposed are promising options for routing in large public networks such as Internet.
引用
收藏
页码:303 / 308
页数:4
相关论文
共 14 条
[1]  
Almiron M., 1999, 25 INF LAT C CLEI PA, P779
[2]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[3]  
BAK S, 1999, 25 INF LAT C CLEI AS, P999
[4]   AntNet: Distributed stigmergetic control for communications networks [J].
Di Caro, G ;
Dorigo, M .
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 1998, 9 :317-365
[5]  
Dorigo M., 1997, IEEE Transactions on Evolutionary Computation, V1, P53, DOI 10.1109/4235.585892
[6]   Ant system: Optimization by a colony of cooperating agents [J].
Dorigo, M ;
Maniezzo, V ;
Colorni, A .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (01) :29-41
[7]  
DORIGO M, 1998, ANT COLONIES ADAPTIV
[8]  
DORIGO M, 1997, ANTNET MOBILE AGENTS
[9]  
FEIT S, 1996, TCP IP ARCHITECUTURE
[10]  
KERNIGHAN B, 1986, C LANGUAGE PROGRAMMI