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  1. GATE CS
  2. PYQs
  3. Discrete Mathematics

Consider the sequence (x_n) defined by the recurrence relation x_{n+1} = c*x_n^2 - 2, where c > 0. Suppose there exists a non-empty, open interval (a, b) such that for all x_0 satisfying a < x_0 < b, the sequence converges to a limit. The sequence converges to the value: A. (1 + sqrt(1 + 8c)) / (2c) B. (1 - sqrt(1 + 8c)) / (2c) C. 2 D. 1/sqrt(c)

GATE 2007 · Discrete Mathematics · Recurrence Relation · medium

Answer: The sequence converges to L_- = (1 - sqrt(1+8c)) / (2c). The answer is option B.

  1. Find fixed points by solving L = c*L^2 - 2: c*L^2 - L - 2 = 0. By quadratic formula with a=c, b=-1, d=-2: L = (1 +/- sqrt(1 + 8c)) / (2c). Two roots: L_+ = (1 + sqrt(1+8c))/(2c) and L_- = (1 - sqrt(1+8c))/(2c).
  2. Check stability: compute |f'| at each fixed point: f'(x) = 2cx. At L_+: |2c*L_+| = |1 + sqrt(1+8c)| > 1 always. Unstable. At L_-: |2c*L_-| = |1 - sqrt(1+8c)| = sqrt(1+8c) - 1. For c < 3/8, sqrt(1+8c) < 2 so this is < 1. L_- is attracting for 0 < c < 3/8.
  3. Confirm numerically: For c=0.1: L_- = (1-sqrt(1.8))/0.2 = (1-1.3416)/0.2 = -1.708. Starting x_0=0: x_1=-2, x_2=0.1*4-2=-1.6, x_3=0.1*2.56-2=-1.744, ... converges to -1.708 = L_-.