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时变时滞区间神经网络的全局鲁棒稳定性判据
  • ISSN号：1672-9528
  • 期刊名称：《信息技术与信息化》
  • 时间：0
  • 分类：TP13[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程] TP18[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程]
  • 作者机构：[1]曲阜师范大学,山东曲阜273165
  • 相关基金：国家自然科学基金项目（编号：60674027,60875039）中国博士后科学基金项目（编号：20070410336）
作者： 李继峰[1], 刘佳[1], 宗广灯[1]
关键词： 区间神经网络, 全局鲁棒稳定, 时变时滞, 线形矩阵不等式(LMIs), LYAPUNOV泛函
中文摘要：

本文主要研究时变时滞区间神经网络的全局鲁棒稳定性问题，利用区间神经网络的等价转换和自由矩阵技术，给出一个新的区间神经网络平衡点的时滞依赖全局鲁棒稳定性的充分条件，这个条件以线性矩阵不等式的形式给出，容易验证，保守性低。最后，通过数值实例验证了所提算法的正确性和更低的保守性。

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期刊信息
  • 《信息技术与信息化》
  • 主管单位:山东省经济和信息化委员会
  • 主办单位:山东电子学会
  • 主编：朱友芹
  • 地址：山东省济南市历下区趵突泉北路24号
  • 邮编：250011
  • 邮箱：xxjs-ed@sdie.org.cn
  • 电话：0531-88110998
  • 国际标准刊号：ISSN：1672-9528
  • 国内统一刊号：ISSN：37-1423/TN
  • 邮发代号:
  • 获奖情况:
  • 国内外数据库收录:
  • 被引量:4250