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| 多目标优化量子免疫算法求解基站选址问题 | |
| 引用本文： | 朱思峰,陈国强,张新刚,李强. 多目标优化量子免疫算法求解基站选址问题[J]. 华中科技大学学报(自然科学版), 2012, 40(1): 49-53 |
| 作者姓名： | 朱思峰 陈国强 张新刚 李强 |
| 作者单位： | 1. 周口师范学院数学与信息科学系,河南周口,466001 2. 河南大学计算机与信息工程学院,河南开封,475004 3. 南阳师范学院计算机科学学院,河南南阳,473061 |
| 基金项目： | 国家自然科学基金资助项目，河南省重点科技攻关项目，河南省教育厅自然科学研究计划资助项目 |
| 摘 要： | 为了解决带容量约束WCDMA网络的基站选址问题,提出了一个基于多目标优化量子免疫算法的基站选址优化方案.设计了基站选址问题的数学模型,给出了多目标优化量子免疫算法框架,并进行了实验验证.实验结果表明：算法方案能以较小的基站建设代价满足覆盖要求,具有较好应用价值. |
| 关 键 词： | 量子算法 多目标优化免疫算法 WCDMA网络 基站选址 优化方案 |
Multi-objective optimization quantum immune algorithm for solving base stations location planning problem |
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| Zhu Sifeng,Chen Guoqiang,Zhang Xingang,Li Qiang. Multi-objective optimization quantum immune algorithm for solving base stations location planning problem[J]. JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE, 2012, 40(1): 49-53 | |
| Authors: | Zhu Sifeng Chen Guoqiang Zhang Xingang Li Qiang |
| Affiliation: | 1(1 Department of Mathematics and Information Science,Zhoukou Normal University,Zhoukou 466001, Henan China;2 School of Computer Science and Technology,Henan University,Kaifeng 475004, Henan China;3 School of Computer Science,Nanyang Normal University,Nanyang 473061,Henan China) |
| Abstract: | To solve the base station locations problem of WCDMA(wideband code division multiple access) with capacity constraint,a solution of optimization locations based on multi-objective optimization quantum immune algorithm was proposed.The mathematical model of the base station locations problem was expounded,the framework of multi-objective optimization quantum immune algorithm was given,and simulation experiments were carried out to validate algorithm.Experimental result shows that the proposed solution of optimization locations can meet the requirement for network covers with low cost of network construction relatively with application value. |
| Keywords: | quantum algorithm multi-objective optimization immune algorithm WCDMA network base station location optimiztion project |
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