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基于逻辑运算的离散人工蜂群算法

朱冰莲 朱方方 苏红宏 石锐 段青言 李晶

电子学报Issue(11):2161-2166,6.
电子学报Issue(11):2161-2166,6.DOI:10.3969/j.issn.0372-2112.2015.11.004

基于逻辑运算的离散人工蜂群算法

Discrete Artificial Bee Colony Algorithm Based on Logic Operation

朱冰莲 1朱方方 1苏红宏 2石锐 1段青言 1李晶1

作者信息

  • 1. 重庆大学通信工程学院,重庆 400044
  • 2. 重庆大学航天航空学院,重庆 400044
  • 折叠

摘要

Abstract

A discrete artificial bee colony algorithm based on logic operators was proposed to avoid some defects such as high redundancy,poor exploration and trapping into a local optimization etc.By introducing a series of logical operators,the problem that solutions don’t update had been solved,so the solution searching efficiency was improved.Moreover,the intermediate and final solution is enclosed in the discrete closed set,avoiding the problem that mapping the real number to discrete set.The complexity of the discrete artificial bee colony algorithm based on logic operation is lower,and it is easily implemented in hardware.The proposed algorithm is validated on the spectrum allocation model based on graph coloring,obtaining a faster convergence speed and a higher optimized performance.

关键词

人工蜂群算法/离散优化/逻辑运算/离散封闭集/频谱分配

Key words

artificial bee colony (ABC)/discrete optimization/logic operation/discrete closed set/spectrum allocation

分类

信息技术与安全科学

引用本文复制引用

朱冰莲,朱方方,苏红宏,石锐,段青言,李晶..基于逻辑运算的离散人工蜂群算法[J].电子学报,2015,(11):2161-2166,6.

基金项目

国家自然科学基金 ()

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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