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单词 TheoremForNormalTriangularMatrices
释义

theorem for normal triangular matrices


Theorem 1

([1], pp. 82)A square matrixMathworldPlanetmath is diagonalif and only if it is normal and triangular.

Proof. If A is a diagonal matrixMathworldPlanetmath, then the complex conjugateMathworldPlanetmathA is also a diagonal matrix. Since arbitrary diagonal matricescommute, it follows that AA=AA.Thusany diagonal matrix is a normal triangular matrixMathworldPlanetmath.

Next, suppose A=(aij) is a normal upper triangular matrix.Thus aij=0 for i>j, so for the diagonal elements in AA andAA, we obtain

(AA)ii=k=1i|aki|2,
(AA)ii=k=in|aik|2.

For i=1, we have

|a11|2=|a11|2+|a12|2++|a1n|2.

It follows that the only non-zero entry on the first row of A is a11.Similarly, for i=2, we obtain

|a12|2+|a22|2=|a22|2++|a2n|2.

Since a12=0, it follows that the only non-zero element on thesecond row is a22. Repeating this for all rows,we see that A is a diagonal matrix. Thus any normalupper triangular matrix is a diagonal matrix.

Suppose then that A is a normal lower triangular matrix.Then it is not difficult to see that A is a normalupper triangular matrix. Thus, by the above, A is a diagonal matrix,whence also A is a diagonal matrix.

References

  • 1 V.V. Prasolov,Problems and Theorems in Linear Algebra,American Mathematical Society, 1994.
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