Question: Let V = (v 1 , . . . , v n ) be a family of vectors in R n . Furthermore, , denotes

Let V = (v1, . . . , vn) be a family of vectors in Rn . Furthermore, , denotes that canonical dot product. Then the elements gij of the Gram's matrix G are by means gij = vi, vj  Are defined. The determinant of this matrix is called Gram's determinant. a) Assume that the vectors vi are pairwise orthogonal and calculate for  this situation the Gram's determinant. b) Show that the family of vectors V is linearly independent if and only if the Gram's determinant does not vanish. c) Show that for a linearly independent family of vectors V is the Gram matrix is positive definite. A matrix A  M(n  n; C) is called positive definite if for all vectors  x  Cn , x = 0 it holds that xT Ax > 0. Hint: first show that for n = 2 the condition of positive definiteness of G(v1, v2) corresponds to the Cauchy-Schwarz inequality.

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