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一种改进的集成混合遗传算法
  • ISSN号：1002-6487
  • 期刊名称：《统计与决策》
  • 时间：0
  • 分类：F224.3[经济管理—国民经济]
  • 作者机构：[1]中国人民大学统计学院,北京100872, [2]中央财经大学统计学院,北京100081, [3]中国工商银行北京分行,北京100031
  • 相关基金：国家自然科学基金重点资助项目（10431010）;教育部重点基地重大项目（05JJD910001）;中国人民大学应用统计中心资助项目
作者： 陈凯[1], 马景义[2], 温慧博[3]
关键词： 遗传算法, 局部最优, 混合遗传算法
中文摘要：

文章针对传统的遗传算法的早熟现象（即很快收敛到局部最优解而不是全局最优解），提出了一种将传统优化方法以及模拟退火算法与遗传算法相结合的新思路，即分别在无约束问题和有约束问题两种情况下，采用下降算法和模拟退火算法与遗传算法相结合的混合遗传算法；并将此混合算法应用于实际问题求解中，实验表明该算法具有全局最优性和收敛性。

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期刊信息
  • 《统计与决策》
  • 北大核心期刊（2011版）
  • 主管单位:湖北省统计局
  • 主办单位:湖北省统计局统计科学研究所
  • 主编：李明星
  • 地址：武汉市武昌区松竹路28号万达环球国际中心B座29楼
  • 邮编：430071
  • 邮箱：tjyjc@vip.163.com tjyjc3220@sohu.com
  • 电话：027-87818776 87814524
  • 国际标准刊号：ISSN：1002-6487
  • 国内统一刊号：ISSN：42-1009/C
  • 邮发代号:38-150
  • 获奖情况:
  • 连续四届入选全国中文核心期刊,全国首届优秀经济期刊,中国社科期刊精品数据库来源期刊,中文科技期刊数据库来源期刊
  • 国内外数据库收录:
  • 中国北大核心期刊（2004版）,中国北大核心期刊（2008版）,中国北大核心期刊（2011版）,中国北大核心期刊（2014版）,中国国家哲学社会科学学术期刊数据库,中国北大核心期刊（2000版）
  • 被引量:48658