∫Calc Practice

Limits of functions of two variables

Problem 10.582 · medium

Find \( \displaystyle \lim_{(x,y)\to(0,0)} \frac{2 x y}{x^{2} + 2 y^{2}} \), or show it does not exist.
  1. Approach (0, 0) along the curves y = m*x for different m.
    Reviewed
  2. \[ \lim_{x \to 0} 0 = 0 \]
    Along y = 0.✓ Proved
  3. \[ \lim_{x \to 0} \frac{2}{3} = \frac{2}{3} \]
    Along y = x: a different value, so the limit does not exist.✓ Proved
Answer \( \text{does not exist} \)

Lines: 2 proved, 1 reviewed. The answer was also checked a second way, without looking at the solution. The reviewers disagree about how one step is explained; every verdict is in the receipt. How we verify

The full receipt
LineStatusChecked byDetail
1Reviewedreviewers: gpt-oss:20b, qwen3.6:27b-mlxa sentence; read, not computed
2✓ Provedsympy 1.14.0simplify(lhs - rhs) reduced to 0
3✓ Provedsympy 1.14.0simplify(lhs - rhs) reduced to 0
answer, a second way✓ Checked independentlysympy 1.14.0 + mpmath 1.3.0values along ten paths into the point (lines and parabolas) disagree

Reviewers

  • gpt-oss:20b: pass
  • qwen3.6:27b-mlx: pass — The solution correctly identifies that the limit depends on the path of approach by showing different limits along y=0 and y=x, which is sufficient to prove the limit does not exist.
Every verdict on record (6)
  • qwen3.6:27b-mlx: pass 2026-10-17 — The solution correctly identifies that the limit depends on the path of approach by showing different limits along y=0 and y=x, which is sufficient to prove the limit does not exist.
  • gpt-oss:20b: pass 2026-10-17
  • qwen3.6:27b-mlx: pass 2026-10-15 — The solution correctly identifies that the limit depends on the path of approach by showing two different limits along y=0 and y=x.
  • gpt-oss:20b: pass 2026-10-15
  • qwen3.6:27b-mlx: inconclusive 2026-10-14 — reviewer response could not be parsed: { "verdict": "fail", "severity": "error", "notes": "The solution claims the limit along y=x is 2/3, but substituting y=x into the expression yields 2x^2 / (x^2 + 2x^2) = 2/3, which is correct. However
  • gpt-oss:20b: pass 2026-10-14

Proved: SymPy reduced the difference between the two sides to zero. Checked independently: a separate method, named above, confirmed it. Checked numerically: the two sides agree at every sampled point, which is evidence, not proof. Reviewed: a model or a person read it; that is all a sentence can have. Solution by generator:structured/multivariable_limits, checked 2026-10-17 with SymPy 1.14.0.