ANSWER ONLY ONE OF THE FOLLOWING TWO ALTERNATIVES. OR The linear transformation T : R⁴ → R⁴ is represented by the matrix M, where M = [[1,-2,3,-4],[2,-4,7,-9],[4,-8,14,-18],[5,-10,17,-22]] Find the rank of M. Obtain a basis for the null space K of T. Evaluate M [[1],[-2],[2],[-1]] and hence show that any solution of Mx = [[15],[33],[66],[81]] has the form [[1],[-2],[2],[-1]] + λe₁ + μe₂, where λ and μ are scalars and {e₁, e₂} is a basis for K. Hence obtain a solution x' of (*) such that the sum of the components of x' is 6 and the sum of the squares of the components of x' is 26.
- Find the rank of M.[3]
- Obtain a basis for the null space K of T.[3]
- Evaluate M [[1],[-2],[2],[-1]] and hence show that any solution of Mx = [[15],[33],[66],[81]] has the form [[1],[-2],[2],[-1]] + λe₁ + μe₂, where λ and μ are scalars and {e₁, e₂} is a basis for K.[2]
- Hence obtain a solution x' of (*) such that the sum of the components of x' is 6 and the sum of the squares of the components of x' is 26.[6]
Mark scheme
Marking points from the official mark scheme (May/June 2016). The mark or mark type is shown in brackets.
- [M1A1] [[1,-2,3,-4],[0,0,1,-1],[0,0,0,0],[0,0,0,0]]
- [A1] r(M) = 2
- [M1] x-2y+3z-4t = 0
- [M1] z-t = 0; t = z = λ and y = μ⇒ x = 2μ + λ
- [A1] Basis for K is [[2],[1],[0],[0]] and [[1],[0],[1],[1]]
- [B1] M [[1],[-2],[2],[-1]] = [[15],[33],[66],[81]]
- [B1^] x = [[1],[-2],[2],[-1]] + λe₁ + μe₂
- [B1] Sum of components = 6 → 3λ + 3μ = 6 (⇒ μ = 2 - λ)
- [M1A1] Sum of squares of components = 26 → 5λ² + 3μ² + 4λμ + 4μ + 10 = 26
- [M1] ⇒ 4λ² −8λ+4=0 ⇒(λ−1)² = 0
- [A1] ⇒ λ = 1, μ = 1
- [A1] x' = [[4],[-1],[3],[0]]
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