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Exercise 3.4 · Q1

Q.Matrices AA and BB will be inverse of each other only if (A) AB=BAAB = BA (B) AB=BA=0AB = BA = 0 (C) AB=0, BA=IAB = 0,\ BA = I (D) AB=BA=IAB = BA = I

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Two matrices are inverses only when their product in both orders equals the identity matrix. The correct condition is AB=BA=IAB = BA = I, which corresponds to option (D).

The idea of an inverse matrix comes directly from the concept of a reciprocal in numbers. For a real number aa, its inverse a−1a^{-1} satisfies a⋅a−1=a−1⋅a=1a \cdot a^{-1} = a^{-1} \cdot a = 1. For matrices, the "1" is replaced by the identity matrix II, and multiplication must work both ways because matrix multiplication is not commutative in general.

A square matrix AA is said to be invertible (or non-singular) if there exists another square matrix BB of the same order such that:

AB=IandBA=IAB = I \quad \text{and} \quad BA = I

When this holds, we write B=A−1B = A^{-1}.

Now let's examine each option carefully.

  1. Option (A): AB=BAAB = BA

    This only says that AA and BB commute. Commuting is a property many matrix pairs have — for example, any two diagonal matrices commute — but that does not make them inverses. If AA and BB commute but their product is not II, they are not inverses. So this condition is necessary but far from sufficient.

  2. Option (B): AB=BA=0AB = BA = 0

    If the product of two matrices is the zero matrix, then neither matrix can be invertible (unless one of them is zero, which is never invertible). An invertible matrix multiplied by its inverse gives II, not 00. This condition describes a pair of matrices that are "zero divisors", not inverses.

  3. Option (C): AB=0, BA=IAB = 0,\ BA = I

    This is contradictory. If AB=0AB = 0, then multiplying on the left by A−1A^{-1} (if it existed) would give B=0B = 0, but then BA=0BA = 0, not II. More directly, if BA=IBA = I, then BB is a left-inverse of AA. But for square matrices, a left-inverse is automatically a right-inverse — meaning ABAB must also equal II. So AB=0AB = 0 cannot happen if BA=IBA = I. This option is impossible.

  4. Option (D): AB=BA=IAB = BA = I …

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