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基于BMI的一类不确定分段线性系统的最优控制设计 被引量：1

Optimal Control of a Class of Uncertain Piecewise Linear Systems Based on BMI
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摘要 将不确定分段线性系统的最优控制问题转化成最优控制性能界的优化问题.其中性能上界的优化是以反馈增益为寻优参数的一组双线性矩阵不等式(BMI)问题,对此将遗传算法和内点法结合, 设计了一种混合算法进行求解.最后的算例表明控制律的设计及其求解算法的有效性. The optimal control of uncertain piecewise linear systems is converted to the optimization of upper and lower bounds of the cost function. The optimization of upper bound can be cast as a bilinear matrix inequality (BMI) problem in which the feedback gain is a set of optimization parameters, and a mixed algorithm that combines genetic algorithm and interior point method is designed for the BMI problem. The results from numerical example illustrate the effectiveness of the design and calculation approach for the control law.
作者 张建雄 唐万生
机构地区 天津大学系统工程研究所
出处 《信息与控制》 CSCD 北大核心 2005年第2期253-256,共4页 Information and Control
基金 国家自然科学基金资助项目(70171004)
关键词 不确定分段线性系统 最优控制 双线性矩阵不等式 遗传算法 内点法 uncertain piecewise linear system optimal control bilinear matrix inequality(BMI) genetic algorithm interior point algorithm
分类号 TP273 [自动化与计算机技术—检测技术与自动化装置]
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参考文献6

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二级参考文献5

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共引文献55

同被引文献13

  • 1张建雄,唐万生.分段线性系统最优控制设计的一种混合算法[J].控制与决策,2005,20(4):451-454. 被引量：6
  • 2鹿宁,唐英凯.基于混沌优化的一类微分包含系统的最优控制设计[J].中国农机化,2006(6):70-75. 被引量：1
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信息与控制
2005年 第2期

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