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The algebraic multiplicity of an eigenvalue λ is the number of times that λ repeats as a solution to the characteristic equation det(A-λI)=0. The geometric multiplicity of an eigenvalue λ is the number of linearly independent eigenvectors associated with λ, which is determined as the difference between the number of unknowns and the rank of the matrix A- λI.








