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An nnmatrix Ais said to be a Hankel matrix(named after the German mathematician Hermann Hankel, 1839鈥1873) if aij=ai+1,j-1for all i=1,...,n-1and allj=2,...,n meaning that Ahas constant positive sloping diagonals. For example, a 4脳4 Hankel matrix is of the form.

A=[abcdbcdecdefdefg]

Show that the nnHankel matrices form a subspace of RnnFind the dimension of this space.

Short Answer

Expert verified

The dimension of nn Hankel matrices is 2n-1 .

Step by step solution

01

Subspace ofRn×n

Let us denote the set of all Hankel matrices by H. Let ABH and k be any scalar.

a)ABH

(A+B)ij=Aij+Bij=Ai+1,j-1+Bi+1,j-1=(A+B)i+1,j-1

Thus,ABH.

b)kAH

kAij=kAij=kAi+1,j-1=kAi+1,j-1

Thus, kAH.

Hence, H is a subspace of Rnn.

02

Dimension of H.

Now, in order to find out the dimension of H. it needs to write-down an arbitrary element.

H=a11a12....a1na21a22....a2n.............an1an2...ann:aij=ai+j,j-1,i=1,2,...n-1,j=2,...n=a11a12a13........a1na12a13............a2na13...................a3n....an-1,nan-1,na1na2n..an-2,nan-1,nanmaijR

Consider the diagram below.

Observe that, n-1 independent elements are there in the upper block and n-1 independent elements are there in the lower block and one in the diagonal.

Therefore, the total number of independent elements are

(n-1)+1+(n-1)=2n-1

Hence, the dimension of nnHankel matrices is 2n-1 .

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