Coefficients of characteristic polynomial (linear algebra)

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SUMMARY

The discussion centers on the coefficients of the characteristic polynomial of an nxn real matrix A, specifically focusing on the coefficient cn-1, which is established as the sum of the determinants of the (i,i) minors of A. The participant confirms that c1 equals the trace of A and cn equals the determinant of A. Additionally, the discussion explores how to express the coefficient cr rigorously by utilizing the determinant in the "sum over permutations" form, linking it to the minors of the matrix.

PREREQUISITES
  • Understanding of characteristic polynomials in linear algebra
  • Familiarity with matrix determinants and minors
  • Knowledge of permutations and their role in determinant calculations
  • Basic concepts of matrix trace
NEXT STEPS
  • Study the derivation of the characteristic polynomial for various matrix types
  • Learn about the properties of matrix minors and their applications
  • Explore the relationship between determinants and eigenvalues
  • Investigate advanced topics in linear algebra, such as Jordan forms
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Students and professionals in mathematics, particularly those studying linear algebra, matrix theory, and anyone involved in theoretical or applied mathematics requiring a deep understanding of characteristic polynomials and their coefficients.

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Homework Statement



A is an nxn square, real matrix. Let f(x) be the characteristic polynomial, write f(x) = xn - c1xn-1 + ... + (-1)rcrxn-r + ... + (-1)ncn

Show that cn-1 = \sum det (Aii) where Aii is the (i,i) minor of A.

Similarly, what is the coefficient cr?

Homework Equations





The Attempt at a Solution



I have shown that c1 = trace(A) and cn = det(A).
cn-1 is the coefficient of x, so is the sum of all products involving one entry from the diagonal, would this product then be the determinant of the matrix formed by deleting the row and column that this entry is in, so Aii?

If this is true, how would I express it more rigorously?

Also I'm not sure how to generalise for cr.
 
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Write det(A -x I) in the "sum over permutations" form. Then consider the form of the permuations that will get you a factor x from some specific position on the diagonal. You then consider that restricted sum over permutations and see if it corresponds to an unrestricted sum over permutations of a smaller set of rows and is thus, by definition, the determinant of a minor of the matrix.
 

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