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Principal whitened gradient-projection algorithm for distribution control

delete2012-04-11
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PRE
AI
张
张士成 (Shicheng Zhang) *
H
Huafei Sun
C
Chunhui Li
DOI:10.1007/s11432-011-4500-8delete
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摘要

摘要

En 中文
In this paper, we use an information geometric algorithm to solve the distribution control problem. The new designed algorithm is called principal whitened gradient-projection algorithm. In the principal natural gradient step, we use principal whitened gradient algorithm to obtain an optimal trajectory of the weight vector on the B-spline manifold from the viewpoint of information geometry. In the projection step, we project the selected points on B onto M. The coordinates of the projections on M give the trajectory of the control input u.
Keyword:
principal whitened gradient
distribution control
Kullback divergence
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期刊

Science China Information Sciences 封面图
Science China Information Sciences
IF:
7.6
论文数:
4.9K
被引数:
8.9K

机构

J
Jiangsu Normal University
学者数:
6.9K
论文数: 4.4K
被引数: 5.4K
B
beijing institute of technology
学者数:
5.5W
论文数: 4.0W
被引数: 63
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引用论文

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