Question Details

Let n > 1. Consider an n×n matrix M with its elements from R. Let the vector (0, 1, 0,0,...,0) ∈ Rn be in the null space of M. Which of the following options is/are always correct?

Options

A

Determinant of M is 1

B

Determinant of M is 0

C

Rank of M is 1

D

There are at least two non-zero vectors in the null space of M

Show Answer

Correct Answer :

Option B

Determinant of M is 0

Solution :

The correct option is: Determinant of M is 0.

Let us understand why this is always correct by breaking down the definition of the null space of a matrix and its relation to the determinant.

By definition, the null space (or kernel) of an n×n matrix M consists of all vectors vn such that:
Mv=0
where 0 is the zero vector in n.

We are given that the vector v=(0,1,0,0,...,0) is in the null space of M. Notice that this vector is non-zero because its second component is 1.

The existence of a non-zero vector in the null space of a square matrix has major implications:
1. It implies that the linear transformation represented by the matrix M is not injective (not one-to-one), since both the non-zero vector v and the zero vector map to the zero vector.
2. Consequently, the matrix M is not invertible (singular).
3. A fundamental theorem in linear algebra states that a square matrix is invertible if and only if its determinant is non-zero. Since M is not invertible, its determinant must be zero.

Thus, the determinant of M is always 0.

Unlock Our Free Library

Access expert-curated educational resources and study materials—completely free.

Discover more resources

You may also like

Mock Tests

View All
  • CTET
  • intermediate
  • No time limit
  • child development and pedagogy, mathematics, social science

  • SSC
  • intermediate
  • 2 hours and 30 mins
  • child development and pedagogy, mathematics, social science

Ask AI Tutor
5 left
Q1 View Question & Options
AI Tutor is solving this question...
Reading question context & options...