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COMPUTER NETWORK OPTIMIZATION USING GENETIC ALGORITHM

Journal Name:

  • Istanbul University Journal of Electrical & Electronics Engineering

Publication Year:

  • 2006

Key Words:

Author NameUniversity of AuthorFaculty of Author
Abstract (2. Language): 
In this paper, Genetic Algorithm (GA) is proposed as optimization software to find the shortest path of various computer networks. It deals with different method concerning the placement routers, routes the packages. The genetic based algorithm defines an optimum way when a computer network system is constructed. Genetic Algorithm gives better results regarding other classical methods as the number of nodes of the network increases.
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  • English

REFERENCES

References: 

[1] Uçan, O.N., Osman, O.,“Bilgisayar Ağları ve Haberleşme Teknikleri”, Istanbul University Press, 2003.
[2] Wattenhofer, R., Ad-hoc Networks Mobile Computing. Distributed Computing Group, 19. 2002
[3] Kurose, J.F., Ross, K.W., , Computer Networking a Top-down Approach Featuring The Internet, Addision Wesley, United States of America, 752, 2003.
[4] Gen M., Cheng R., Wang, D., “Genetic Algorithms for Solving Shortest Path Problems”, Proceedings of IEEE International Conference on Evolutionary Computing, 401-406, 1997.
[5] Buckles, B.P., Petry, F.E., Genetic Algorithms, IEEE Computer Press, Los Alamitos,1994.
[6] Dejong, K., Learning With Genetic Algorithms: An Overview, Machine Learning, Vol.3, 121-138, Kluwer Academic, Hingham, MA, 1998.

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