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Euler's method

Problem 6.377 · medium

Use Euler's method with step size \( \displaystyle h = \frac{1}{5} \) to approximate \( \displaystyle y(\frac{4}{5}) \) for \( \displaystyle y' = - t^{2} + y \), \( \displaystyle y(0) = 2 \).
  1. Each step follows the tangent line: yₙ₊₁ = yₙ + h·f(tₙ, yₙ), tₙ₊₁ = tₙ + h.
    Reviewed
  2. \[ 1 \cdot \frac{1}{5} \cdot 2 + 2 = \frac{12}{5} \]
    y1 = y0 + h·f(t0, y0) with t0 = 0, slope 2.✓ Proved
  3. \[ 1 \cdot \frac{1}{5} \cdot 59 \cdot \frac{1}{25} + \frac{12}{5} = \frac{359}{125} \]
    y2 = y1 + h·f(t1, y1) with t1 = 1/5, slope 59/25.✓ Proved
  4. \[ 1 \cdot \frac{1}{5} \cdot 339 \cdot \frac{1}{125} + \frac{359}{125} = \frac{2134}{625} \]
    y3 = y2 + h·f(t2, y2) with t2 = 2/5, slope 339/125.✓ Proved
  5. \[ 1 \cdot \frac{1}{5} \cdot 1909 \cdot \frac{1}{625} + \frac{2134}{625} = \frac{12579}{3125} \]
    y4 = y3 + h·f(t3, y3) with t3 = 3/5, slope 1909/625.✓ Proved
Answer \( y(\frac{4}{5}) \approx \frac{12579}{3125} = 4.02528 \)

✓ Nihil obstat Lines: 4 proved, 1 reviewed. The answer was also checked a second way, without looking at the solution. Reviewers found nothing wrong with the explanation.

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
4✓ Provedsympy 1.14.0simplify(lhs - rhs) reduced to 0
5✓ Provedsympy 1.14.0simplify(lhs - rhs) reduced to 0
answer, a second way✓ Checked independentlysympy 1.14.0 + mpmath 1.3.0the steps rerun in floating point

Reviewers

  • gpt-oss:20b: pass
  • qwen3.6:27b-mlx: pass
Every verdict on record (4)
  • qwen3.6:27b-mlx: pass 2026-10-11
  • gpt-oss:20b: pass 2026-10-11
  • qwen3.6:27b-mlx: pass 2026-10-11 — The solution correctly applies Euler's method with the specified step size and initial conditions. The arithmetic in each step is verified to be correct, leading to the stated final approximation.
  • gpt-oss:20b: pass 2026-10-11

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/eulers_method, checked 2026-10-11 with SymPy 1.14.0.