A possibilistic approach to UMTS base-station location problem

被引:0
|
作者
M. Gabli
E. M. Jaara
E. B. Mermri
机构
[1] University Mohammed Premier,Department of Mathematics and Computer Science, Faculty of Science
来源
Soft Computing | 2016年 / 20卷
关键词
UMTS; Optimization; Fuzzy variable; Possibility theory; Genetic algorithm; Hybridization;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper, we address the problem of planning the universal mobile telecommunication system base stations location for uplink direction. The objective is to maximize the total traffic covered and minimize the total installation cost based on data involving fuzziness. To define the cost, researchers used the current period market prices as constants. However prices may change over time. Our aim here is to deal with the imprecise and uncertain information of prices. For this we introduce a model of problem where each cost is a fuzzy variable, and then we present a decision-making model based on possibility theory. To solve the problem we propose a search algorithm based on the hybridization of genetic algorithm and local search method. To validate the proposed method some numerical examples are given.
引用
收藏
页码:2565 / 2575
页数:10
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