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Question

Data Science and Artificial Intelligence Question on Linear Algebra

Which of the following statements is/are TRUE ?
Note: R\R denotes the set of real numbers.

A

There exist M ∈ R3×3\R^{3×3}, p ∈ R3\R^3, and q E R3 such that Mx = p has a unique solution and Mx = q has infinite solutions.

B

There exist M ∈ R3×3\R^{3×3}, p ∈ R3\R^3, and q E R3 such that Mx = p has no solutions and Mx = q has infinite solutions.

C

There exist M ∈ R2×3\R^{2×3}, p ∈ R2\R^2, and q ∈ R2\R^2 such that Mx = p has a unique solution and Mx = q has infinite solutions.

D

There exist M ∈ R3×2\R^{3×2}, p ∈ R3\R^3, and q ∈ R3\R^3 such that Mx = p has a unique solution and Mx = q has no solutions.

Answer

There exist M ∈ R3×3\R^{3×3}, p ∈ R3\R^3, and q E R3 such that Mx = p has no solutions and Mx = q has infinite solutions.

Explanation

Solution

The correct option is (B) : There exist M ∈ R3×3\R^{3×3}, p ∈ R3\R^3, and q E R3 such that Mx = p has no solutions and Mx = q has infinite solutions and (D) : There exist M ∈ R3×2\R^{3×2}, p ∈ R3\R^3, and q ∈ R3\R^3 such that Mx = p has a unique solution and Mx = q has no solutions.