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免疫记忆克隆算法求解3G基站选址优化问题

朱思峰 陈国强 张新刚

华中科技大学学报:自然科学版2011,Vol.39Issue(7):63-66,4.
华中科技大学学报:自然科学版2011,Vol.39Issue(7):63-66,4.

免疫记忆克隆算法求解3G基站选址优化问题

Immune memory clone algorithm for location optimization of 3G base stations

朱思峰 1陈国强 1张新刚2

作者信息

  • 1. 西安电子科技大学计算机学院,陕西西安710071
  • 2. 南阳师范学院计算机科学系,河南南阳473061
  • 折叠

摘要

Abstract

The immune response principle of immune system body fluid was studied from the perspective of immunology. Simulate the human immune system mechanism (such as clonal selection mechanism, cell selection mechanism, memory cell access mechanism, regulation mechanism of antibody concentration) was simulated based on immune response principles, a novel immune optimization algo- rithm was proposed, the mathematical model of base station location optimization was expounded. A solution of base station location optimization based on immune algorithm was proposed, and conver- gence analysis of the proposed algorithm was given. Experimental result shows that the given solution can obtain high network coverage with low cost of network construction relatively.

关键词

3G网络/基站选址优化/优化方案/免疫优化算法/数学模型

Key words

3G network/base station location optimization/optimization solution/immune optimiza-tion algorithm/mathematical model

分类

计算机与自动化

引用本文复制引用

朱思峰,陈国强,张新刚..免疫记忆克隆算法求解3G基站选址优化问题[J].华中科技大学学报:自然科学版,2011,39(7):63-66,4.

基金项目

国家自然科学基金资助项目 ()

河南省教育厅自然科学研究计划资助项目 ()

河南省重点科技攻关项目(102102210388). ()

华中科技大学学报:自然科学版

OA北大核心CSCDCSTPCD

1671-4512

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