GATE CS 2020 Set 1 — Question 37

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MCQ+2 / -0.67MediumMatrices & DeterminantsLinear AlgebraEngineering MathematicsRank of a Matrix

Engineering Mathematics → Linear Algebra → Matrices & Determinants

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Question

Let AA and BB be two n×nn \times n matrices over real numbers. Let rank(M)\text{rank}(M) and det(M)\det(M) denote the rank and determinant of a matrix MM, respectively. Consider the following statements.
I. rank(AB)=rank(A)rank(B)\text{rank}(AB) = \text{rank}(A) \text{rank}(B)
II. det(AB)=det(A)det(B)\det(AB) = \det(A) \det(B)
III. rank(A+B)rank(A)+rank(B)\text{rank}(A+B) \le \text{rank}(A) + \text{rank}(B)
IV. det(A+B)det(A)+det(B)\det(A+B) \le \det(A) + \det(B)
Which of the above statements are TRUE?
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