收稿日期: 2009-10-09
修回日期: 2010-02-01
网络出版日期: 2010-09-25
基金资助
国家“973”计划项目(2007CB310606); “新一代宽带无线移动通信网”国家科技重大专项(2009ZX03004-001)
Genetic Algorithm-Based Dynamic Planning and Management of Reconfigurable System
Received date: 2009-10-09
Revised date: 2010-02-01
Online published: 2010-09-25
Supported by
国家“973”计划项目(2007CB310606); “新一代宽带无线移动通信网”国家科技重大专项(2009ZX03004-001)
徐玉滨 丁哲 沙学军 . 基于遗传算法的可重配置系统动态规划和管理[J]. 华南理工大学学报(自然科学版), 2010 , 38(9) : 13 -19 . DOI: 10.3969/j.issn.1000-565X.2010.09.003
The dynamic planning and management(DPM) of reconfigurable system is regarded as a complicated combinatorial optimization problem.In this paper,a novel DPM method based on genetic algorithm is presented,which enables the fast convergence in the valid solution space and meets the real-time requirements of DPM.Moreover,a novol traffic distribution planning method based on the spectral efficiencies offered by different RATs is pre-sented to improve the overall spectral efficiency of the reconfigurable system.Simulated results demonstrate that the DPM method based on the proposed traffic distribution planning is of a spectral efficiency gain of 38.1%,and that it outperforms the one based on the conventional traffic distribution planning in terms of overall spectral efficiency.
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