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Please use this identifier to cite or link to this item:
http://ir.ncue.edu.tw/ir/handle/987654321/9922
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| Title: | A Genetic Algorithm for Dual-Homing Cell Assignment Problem in Wireless ATM |
| Authors: | Din, Der-Rong;Tseng, S. S. |
| Contributors: | 資訊工程系 |
| Keywords: | Cell assignment;Design of algorithm;Dual-homing;Genetic algorithm;Wireless ATM |
| Date: | 2002-11
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| Issue Date: | 2012-04-30T04:31:09Z
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| Publisher: | Elsevier BV |
| Abstract: | In this paper, we investigate the optimal assignment problem, which assigns cells in Personal Communication Service to switches on Asynchronous Transfer Mode network in an optimum manner. 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 model as dual-homing cell assignment problem, which is a complex integer programming problem. Since finding an optimal solution of this problem is NP-hard, a stochastic search method, based on a genetic approach, is proposed to solve this problem. In this paper, domain-dependent heuristics are encoded into crossover operations, mutations of genetic algorithm (GA) to solve this problem. Simulation results show that GA is robust for this problem. |
| Relation: | Computer Communication, 25(17): 1536-1547 |
| Appears in Collections: | [資訊工程學系] 期刊論文
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