Question Details

For n > 1, the maximum multiplicity of any eigenvalue of an n × n matrix with real entries is?

Options

A

n- 1

B

n + 1

C

n

D

1

Show Answer

Correct Answer :

Option C

n

Solution :

The correct option is n.

To understand why the maximum multiplicity of any eigenvalue of an n×n matrix is n, let us analyze the characteristic equation of the matrix.

Let A be an n×n square matrix with real entries. The eigenvalues of A are the roots of its characteristic polynomial, which is defined by:
p λ = det A - λ I
where I is the n×n identity matrix and λ represents the eigenvalue.

Since A is of size n×n, the characteristic polynomial pλ is a polynomial of degree exactly n in the variable λ. According to the Fundamental Theorem of Algebra, a polynomial of degree n has exactly n roots (counting multiplicity) over the complex field.

If λ1 is a root of the polynomial, we can factor the characteristic polynomial as:
p λ = λ - λ 1 k q λ
where k is the algebraic multiplicity of the eigenvalue λ1, and qλ is a polynomial of degree n-k.

Since the degree of the entire polynomial pλ is n, the algebraic multiplicity k of any single eigenvalue cannot exceed n (meaning kn).

An example that achieves this maximum multiplicity is the identity matrix In. The characteristic polynomial for In is:
p λ = 1 - λ n
Here, the single eigenvalue λ=1 has a multiplicity of exactly n. Therefore, the maximum multiplicity of any eigenvalue of an n×n matrix is n.

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