Math Problem Statement

Consider the matrix P = [[1, 1, 0], [0, 1, 1], [0, 0, 1]]. The number of distinct eigenvalues of P is: a) 3 b) 0 c) 1 d) 2

Solution

To determine the number of distinct eigenvalues of the matrix P=[110011001]P = \begin{bmatrix} 1 & 1 & 0 \\ 0 & 1 & 1 \\ 0 & 0 & 1 \end{bmatrix}, let's proceed with the following steps:

  1. Identify the Eigenvalues: For a matrix, the eigenvalues are found by solving the characteristic polynomial, det(PλI)=0\det(P - \lambda I) = 0, where II is the identity matrix and λ\lambda is the eigenvalue.

  2. Formulate the Characteristic Polynomial: PλI=[1λ1001λ1001λ]P - \lambda I = \begin{bmatrix} 1 - \lambda & 1 & 0 \\ 0 & 1 - \lambda & 1 \\ 0 & 0 & 1 - \lambda \end{bmatrix} The determinant of this matrix is given by: det(PλI)=(1λ)3\det(P - \lambda I) = (1 - \lambda)^3

  3. Solve for Eigenvalues: The characteristic polynomial (1λ)3=0(1 - \lambda)^3 = 0 implies that λ=1\lambda = 1 is the only eigenvalue of the matrix PP.

  4. Determine Distinct Eigenvalues: Since λ=1\lambda = 1 is the only solution, the matrix PP has only one distinct eigenvalue.

Conclusion

The number of distinct eigenvalues of PP is 1\boxed{1}.

So, the correct answer is option (c) 1.

Would you like further details or have any questions?

Here are 5 related questions to explore further:

  1. What is an eigenvalue, and how is it generally calculated?
  2. How can we interpret eigenvalues in terms of transformations?
  3. What does it mean for a matrix to have repeated eigenvalues?
  4. Can a matrix with repeated eigenvalues be diagonalizable?
  5. How does the number of distinct eigenvalues affect the properties of a matrix?

Tip: For diagonal matrices, the eigenvalues are simply the diagonal entries.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Eigenvalues
Matrix Theory

Formulas

Characteristic polynomial det(P - λI) = 0

Theorems

Eigenvalue theorem

Suitable Grade Level

Grades 11-12, Undergraduate