Opto-Electronic Engineering, Volume. 35, Issue 4, 35(2008)
Boundary Problem of Lagrangian Multiplier Based on Perpendicular Distance Clustering
It is a difficult problem of pattern recognition based on clustering to solve the distance between a point in l-dimension space and a quadric surface.The latter has an important application in spacecraft laser-warning.The paper shows that the algebra equation stated above exits single root if the eigenvalues of A are all equal,and gives a recursion algorithm searching for the root.The upper or down boundaries of a Lagrangian multiplier are given if the eigenvalues of A take the same sign,which provides possibility and convenience for dichotomy solving Lagrangian multiplier.Resolving the problem will provide a new method for laser detecting and laser-warning.
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SONG Li-ding, MA Jia-guang, AN Kai. Boundary Problem of Lagrangian Multiplier Based on Perpendicular Distance Clustering[J]. Opto-Electronic Engineering, 2008, 35(4): 35
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Received: Jul. 20, 2007
Accepted: --
Published Online: Mar. 1, 2010
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CSTR:32186.14.