How do I Find Characteristic Polynomials?

A characteristic polynomial is the algebraic equation form of a square matrix, which is a matrix that has the same amount of rows and columns. A basic building block in linear algebra, matrices are used for vector calculations in physics and computer science. The characteristic polynomial provides the matrix's latent roots, determinants, and trace in a concise single-variable format. Though characteristic polynomials are identifying equations, similar matrices have the same characteristic polynomial.

Instructions

    • 1

      Multiply the identity matrix by a variable. An identity matrix is a matrix that has 1s along its diagonal from the upper left-hand corner to the lower right-hand corner and 0s everywhere else. The identity matrix's function is that it can be multiplied to a matrix and will result in that matrix as an answer. For example, for 2x2 matrices, the first matrix has the values 1 and 2 in its top rows, and 2 and 0 in its bottom row. The product of multiplying an identity matrix to this matrix will result in having the same values in the same positions: 1 and 2 will be in the top row still, and 2 and 0 will be in the bottom row. Any variable will suffice since this is to just give structure to the polynomial.

    • 2

      Subtract the original matrix from the identity matrix. For example, if x was chosen for the variable, then the identity matrix will read x and 0 in the top row and 0 and x in the bottom row. Subtracting the example matrix of 1 and 2 in the top row and 2 and 0 in the bottom row will yield the terms x-1 and -2 in the top row and -2 and x in the bottom row.

    • 3

      Find the determinate of the new matrix. For a 2x2 matrix, find the product of the first and fourth terms and the product of the second and third terms. Subtract the second/third product from the first/fourth one. Multiplying the first term of x-1 by the fourth term of x will yield the term x2 (x squared)-x and multiplying the second term of -2 by the third term of -2 will result in 4. Subtract 4 from x2-x.

    • 4

      Organize the terms from greatest power to least. The equation will read " x2-x-4." This is the characteristic polynomial.

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