Question
Data Science and Artificial Intelligence Question on Linear Algebra
Which of the following statements is/are TRUE ?
Note: R denotes the set of real numbers.
There exist M ∈ R3×3, p ∈ R3, and q E R3 such that Mx = p has a unique solution and Mx = q has infinite solutions.
There exist M ∈ R3×3, p ∈ R3, and q E R3 such that Mx = p has no solutions and Mx = q has infinite solutions.
There exist M ∈ R2×3, p ∈ R2, and q ∈ R2 such that Mx = p has a unique solution and Mx = q has infinite solutions.
There exist M ∈ R3×2, p ∈ R3, and q ∈ R3 such that Mx = p has a unique solution and Mx = q has no solutions.
There exist M ∈ R3×3, p ∈ R3, and q E R3 such that Mx = p has no solutions and Mx = q has infinite solutions.
Solution
The correct option is (B) : There exist M ∈ R3×3, p ∈ R3, and q E R3 such that Mx = p has no solutions and Mx = q has infinite solutions and (D) : There exist M ∈ R3×2, p ∈ R3, and q ∈ R3 such that Mx = p has a unique solution and Mx = q has no solutions.