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Algebraic Multiplicity


The algebraic multiplicity of an eigenvalue lambda of a square matrix A is its multiplicity as a root of the characteristic polynomial. Thus, if

 det(tI-A)=(t-lambda)^mq(t),

where q(lambda)!=0 and I is the identity matrix, then lambda has algebraic multiplicity m. For an n×n complex matrix, the algebraic multiplicities of its distinct eigenvalues sum to n.

Algebraic multiplicity need not equal geometric multiplicity, which counts the number of linearly independent eigenvectors for the eigenvalue. For example,

 A=[2 1; 0 2].

The eigenvalue 2 has algebraic multiplicity 2 but geometric multiplicity 1.


See also

Characteristic Polynomial, Eigenvalue, Geometric Multiplicity, Multiplicity

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References

Margalit, D. and Rabinoff, J. "Diagonalization." §5.4 in Interactive Linear Algebra. https://textbooks.math.gatech.edu/ila/diagonalization.html.

Cite this as:

Weisstein, Eric W. "Algebraic Multiplicity." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/AlgebraicMultiplicity.html

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