A Balancing Approach to Model Reduction of Polynomial Nonlinear Systems

A Balancing Approach to Model Reduction of Polynomial Nonlinear Systems
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多项式非线性系统模型约简的平衡方法

DOI:
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发表时间:
2008
期刊:
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通讯作者:
H. Siahaan
H. Siahaan
中科院分区:
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文献类型:
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作者:
H. Siahaan

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本文考虑了一种获得多项式非线性系统降阶模型的计算方法。该方法基于平衡多项式系统的广义文法,并基于平衡的广义文法截断系统。该方法利用平方和编程进行计算。
This paper considers a computational approach to obtain a reduced order model for polynomial nonlinear systems. The approach is based on balancing generalized gramians of polynomial systems and truncating the systems based on the balanced generalized gramians. The approach utilizes sum of squares programming for its computational purposes.