Show that W is a subspace of R¹.
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- Find a basis for the subspace of R3 spanned by S.S = {(4, 4, 8), (1, 1, 2), (1, 1, 1)}1. For each matrix A, find the singular value decomposition in the matrix form A = UΣVT.a)8 41 13b)1 32 6c)−3 1110 −21 5−4 6d)9 7 10 8−13 1 5 −6e)3 7 1 53 1 7 56 2 2 −22. For each matrix A of Problem 1, write down orthonormal base for all four fundamental subspaces.(This can be read off from your answers to Problem 1.)Give an example of a non-zero subspace of R^4 which has dimension > 1 and does not contain any of standard basis vectors e1, e2, e3, e4.
- Solve: (a) If a 7 x 9 matrix A has rank 5, what are the dimensions of the fourfundamental subspaces of A? (b) If a 3 x 4 matrix A has rank 3, what are the dimensions of R(A) and N(AT)?Suppose the 3 by 3 matrix A is invertible. Write down bases for the four subspaces for A, and also for the 3 by 6 matrix B = [ A A]. (The basis for Z is empty.)Suppose masses m1, m2, m3, m4 are located at positions x1, x2, x3, x4 in a line and connected by springs with constants k12, k23, k34 whose natural lengths of extension are l12, l23, l34. Let f1, f2, f3, f4 denote the rightward forces on the masses, e.g., f1 = k12(x2 - x1 - l12). (a) Write the 4 x 4 matrix equation relating the column vectors f and x. Let K denote the matrix in this equation. (b) What are the dimensions of the entries of K in the physics sense (e.g., mass times tim, distance divided by mass, etc.)? (c) What are the dimensions of det(K), again in the physics sense? (d) Suppose K is given numerical values based on the unit meters, kilograms, and seconds. Now the system is rewritten with a matrix K' based on centimeters, grams, and seconds. What is the relationship of K' to K? What is the relationship of det(K') to det(K)?
- Suppose that S1 and S2 are subspaces of a vector space (V, F). Show that their intersection S1 ∩ S2 is also a subspace of (V, F). Is their union S1 ∪ S2 always a subspace?In linear algebra, if W is a subspace of R^4 whose dimension is 2 then any set of 2 vectors from W is a basis for W. (True or False)