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Engineering Mathematics
Linear Algebra
GATE 2008
Hard

How many of the following matrices have an eigenvalue 1? [[1,0],[0,0]], [[0,1],[0,0]], [[1,−1],[1,1]], and [[−1,0],[1,−1]]

  • one
  • Btwo
  • Cthree
  • Dfour

Explanation

[[1,0],[0,0]] is diagonal with eigenvalues 1 and 0 — HAS eigenvalue 1. [[0,1],[0,0]] has characteristic equation λ²=0, eigenvalues 0,0 — no. [[1,−1],[1,1]] has trace 2, det 2, characteristic equation λ²−2λ+2=0, giving complex eigenvalues 1±i — not the real value 1. [[−1,0],[1,−1]] is lower-triangular with both diagonal entries −1, so both eigenvalues are −1 — no. Only the first matrix has eigenvalue 1, so the count is one.

Source: GATE CS 2008 (2008)

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