Modern Control Engineering

(Chris Devlin) #1

Note that =0. One of a number of largest submatrices whose determinant is not


equal to zero is


Hence, the rank of the matrix Ais 3.


MinorMij. If the ith row and jth column are deleted from an n*nmatrixA,


the resulting matrix is an(n-1)*(n-1) matrix. The determinant of this


(n-1)  (n-1)matrix is called the minor Mijof the matrix A.


CofactorAij. The cofactor Aijof the element aijof the n*nmatrixAis defined


by the equation


Aij=(1)ijMij


That is, the cofactor Aijof the element aijis(1)ijtimes the determinant of the matrix


formed by deleting the ith row and the jth column from A. Note that the cofactor Aijof


the element aijis the coefficient of the term aijin the expansion of the determinant ,


since it can be shown that


If are replaced by then


because the determinant of Ain this case possesses two identical rows. Hence, we obtain


Similarly,


Adjoint Matrix. The matrix Bwhose element in the ith row and jth column equals


Ajiis called the adjoint of Aand is denoted by adj A,or


B=(bij)=(Aji)=adjA


That is, the adjoint of Ais the transpose of the matrix whose elements are the cofactors


ofA,or


adjA= D


A 11 A 21 p An 1


A 12 A 22 p An 2


oo o


A 1 n A 2 n p Anm


T


a


n

k= 1

akiAkj=dij@A@


a


n

k= 1

ajkAik=dji@A@


aj 1 Ai 1 +aj 2 Ai 2 +p+ajnAin= 0 iZj


ai 1 ,ai 2 ,p,ain aj 1 ,aj 2 ,p,ajn,


ai 1 Ai 1 +ai 2 Ai 2 +p+ainAin=@A@


@A@


C


1 2 3


01 - 1


10 1


S


@A@


876 Appendix C / Vector-Matrix Algebra

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