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单词 Square Root Method
释义

Square Root Method

The square root method is an algorithm which solves the Matrix Equation

(1)

for , with a Symmetric Matrix and g a given Vector. Convert to a Triangular Matrix such that
(2)

where is the Matrix Transpose. Then
(3)
(4)

so
(5)

giving the equations
 
 
 
 
(6)

These give
 
 
 
 
(7)

giving from A. Now solve for k in terms of the s and g,
 
 
(8)

which gives
 
 
(9)

Finally, find from the s and k,
 
 
(10)

giving the desired solution,
 
 
 
   (11)

See also LU Decomposition


References

Kenney, J. F. and Keeping, E. S. Mathematics of Statistics, Pt. 2, 2nd ed. Princeton, NJ: Van Nostrand, pp. 298-300, 1951.


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更新时间:2024/11/15 1:56:40