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Idempotent Matrix

Mediummathematics

A square matrix A is called idempotent when it satisfies A squared equal to A; for such a matrix the determinant of A can only take which set of values?

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About This Question

Subject
mathematics
Chapter
matrices and determinants
Topic
idempotent matrix
Difficulty
Medium
Year
2025
Tags
advanced-calculus-drillidempotent-matrixdeterminant-constraintprojectionmatrix-equation

Solution

Correct Answer:

0 or 1

An idempotent matrix satisfies A^2 = A, a condition that strongly constrains its determinant, a subtle JEE Advanced result. Taking determinants of both sides of A^2 = A gives det(A^2) = det(A), and since the determinant is multiplicative, det(A)^2 = det(A). Letting d = det(A), this means d^2 = d, so d^2 - d = 0, that is d(d - 1) = 0. Therefore d = 0 or d = 1 are the only possibilities. Option only 1 misses the singular idempotent case like a projection onto a proper subspace, which has determinant 0. Option any real number ignores the strong constraint. Option 0 or -1 introduces an impossible value -1. Hence det(A) is 0 or 1. Plausibility check: the identity matrix is idempotent with determinant 1, and a non-trivial projection matrix is idempotent with determinant 0, so both admissible values are realized, confirming the constraint. The multiplicative property det(AB) equal to det(A) det(B) reflects that composing linear maps multiplies their volume-scaling factors, and the sign of the determinant tracks whether orientation is preserved or reversed. This property also yields det of a matrix power as the determinant raised to that power, and combined with the inverse rule it makes determinant computations for products entirely routine.

This medium difficulty mathematics question is from the chapter matrices and determinants, covering the topic of idempotent matrix. It appeared in the 2025 exam.

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