- Asked 2/14
- 2071 Bhadra · 3 marks
- 2070 Magh · 2 marks
Show n(n-1)/2 is Theta(n^2)
Short answer
True. Expand ½n(n−1) = ½n²−½n. For n≥2, ½n²−½n ≤ ½n² (c₂=½) and ½n²−½n ≥ ¼n² (c₁=¼). Thus ¼n² ≤ ½n(n−1) ≤ ½n², proving Θ(n²). Limit: lim (½n(n−1))/n² = ½, a positive constant.
Show whether the following assertion is true or false, justify: 1/2 n(n-1) ∈ Θ(n²)
The assertion is true.
We must find positive constants c₁, c₂, n₀ with c₁n² ≤ ½n(n−1) ≤ c₂n² for all n ≥ n₀.
½n(n−1) = ½n² − ½n.
Upper bound
½n² − ½n ≤ ½n² for all n ≥ 0, so c₂ = ½.
Lower bound
For n ≥ 2, ½n ≤ ¼n² (because n ≥ 2 gives n/2 ≤ n²/4). Then ½n² − ½n ≥ ½n² − ¼n² = ¼n². So c₁ = ¼.
Check at n = 2: ½·2·1 = 1, and ¼·4 = 1 ≤ 1 ≤ ½·4 = 2. It holds.
Hence ¼n² ≤ ½n(n−1) ≤ ½n² for all n ≥ 2 (c₁ = ¼, c₂ = ½, n₀ = 2), so ½n(n−1) ∈ Θ(n²).
Using limits: lim (n→∞) [½n(n−1)]/n² = ½, a positive constant, which also proves Θ(n²).
✓ Answer checked by Claude Opus 5.5 (high effort)
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