Abstract
In this paper, we investigate the extended cell assignment problem which optimally assigns new adding and splitting cells in PCS (Personal Communication Service) to switches in a wireless ATM (Asynchronous Transfer Mode) network. Given cells in a PCS and switches on an ATM network (whose locations are fixed and known), we would like to do the assignment in an attempt to minimize a cost criterion. The cost has two components: one is the cost of handoffs that involve two switches, and the other is the cost of cabling. This problem is modeled as a complex integer programming problem, and finding an optimal solution to this problem is NP-hard. A simulated annealing algorithm are proposed to solve this problem. The simulated annealing algorithm, ESA (enhanced simulated annealing), generates constraint-satisfy configurations, and uses three configuration perturbation schemes to change current configuration to a new one. Experimental results indicate that ESA algorithm has good performances.
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References
M. Cheng, S. Rajagopalan, L.F. Chang, G.P. Pollini, and M. Barton, “PCS Mobility Support over Fixed ATM Networks,” IEEE Communication Magazine, Nov. 1997, pp. 82–91.
R.C.V. Macario, Cellular Radio. McGraw-Hill, New York (1993).
A. Merchant and B. Sengupta, “Assignment of Cells to Switches in PCS Networks”, IEEE/ACM Trans. on Networking, Vol. 3,no. 5, 1995, pp. 521–526.
Der-Rong Din and S.S. Tseng, “Genetic Algorithms for Optimal design of two-level wireless ATM network,” Technical Report, Department of Computer Science, NCTU, TR-WATM-9902 Taiwan, R.O.C, 1999; to appear in Proceeding of NSC.
Der-Rong Din and S.S. Tseng, “Heuristic Algorithm for Optimal design of two-level wireless ATM network,” Technical Report, Department of Computer Science, NCTU, TR-WATM-9901 Taiwan, R.O.C, 1999; to appear in JISE.
Der-Rong Din and S.S. Tseng, “Genetic Algorithm for Extended Cell Assignment Problem in Wireless ATM Network,” accepted by ASIAN’00, Asian Computing Science Conference, Penang, Malaysia, November 25-27, 2000, to appear in Lecture Note on Computer Science.
Kirkpatrick S., Gelatt C.D. and Vecchi M.P. “Optimization by simulated annealing”, Science 220,671–680, 1983.
D. Raychaudhuri and N. Wilson, “ATM Based Transport Architecture for Multi-services Wireless Personal Communication Network,” IEEE JSAC, Oct. 1994.
Ravinda K Ahuja, James B. Orlin and Dushyant Sharma, “Very large-scale neigbourhood search”, Int’l. Trans. in Op. Res. 7 (2000) 301–317.
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© 2001 Springer-Verlag Berlin Heidelberg
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Din, DR., Tseng, SS. (2001). A Simulated Annealing Algorithm for Extended Cell Assignment Problem in a Wireless ATM Network. In: Boers, E.J.W. (eds) Applications of Evolutionary Computing. EvoWorkshops 2001. Lecture Notes in Computer Science, vol 2037. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45365-2_16
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DOI: https://doi.org/10.1007/3-540-45365-2_16
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