Partial derivatives
Problem 10.175 · hard
For \( \displaystyle f(x, y) = 2 x \sin{\left(3 y \right)} + y \cos{\left(x \right)} \), find \( \displaystyle f_x \), \( \displaystyle f_y \) and \( \displaystyle f_{xy} \).
- For f_x hold y constant; for f_y hold x constant.Reviewed
- \[ \frac{\partial}{\partial x} \left(2 x \sin{\left(3 y \right)} + y \cos{\left(x \right)}\right) = - y \sin{\left(x \right)} + 2 \sin{\left(3 y \right)} \]f_x.✓ Proved
- \[ \frac{\partial}{\partial y} \left(2 x \sin{\left(3 y \right)} + y \cos{\left(x \right)}\right) = 6 x \cos{\left(3 y \right)} + \cos{\left(x \right)} \]f_y.✓ Proved
- \[ \frac{\partial}{\partial y} \left(- y \sin{\left(x \right)} + 2 \sin{\left(3 y \right)}\right) = - \sin{\left(x \right)} + 6 \cos{\left(3 y \right)} \]f_xy: differentiate f_x with respect to y.✓ Proved
- \[ \frac{\partial}{\partial x} \left(6 x \cos{\left(3 y \right)} + \cos{\left(x \right)}\right) = - \sin{\left(x \right)} + 6 \cos{\left(3 y \right)} \]Clairaut: f_yx is the same.✓ Proved
Answer \( f_x = - y \sin{\left(x \right)} + 2 \sin{\left(3 y \right)},\quad f_y = 6 x \cos{\left(3 y \right)} + \cos{\left(x \right)},\quad f_{xy} = - \sin{\left(x \right)} + 6 \cos{\left(3 y \right)} \)
✓ 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
| Line | Status | Checked by | Detail |
|---|---|---|---|
| 1 | Reviewed | reviewers: gpt-oss:20b, qwen3.6:27b-mlx | a sentence; read, not computed |
| 2 | ✓ Proved | sympy 1.14.0 | simplify(lhs - rhs) reduced to 0 |
| 3 | ✓ Proved | sympy 1.14.0 | simplify(lhs - rhs) reduced to 0 |
| 4 | ✓ Proved | sympy 1.14.0 | simplify(lhs - rhs) reduced to 0 |
| 5 | ✓ Proved | sympy 1.14.0 | simplify(lhs - rhs) reduced to 0 |
| answer, a second way | ✓ Checked independently | sympy 1.14.0 + mpmath 1.3.0 | difference quotients of f at (0.6, 0.4) agree with f_x and f_y |
Reviewers
gpt-oss:20b: passqwen3.6:27b-mlx: pass — The solution correctly applies the definitions of partial derivatives and Clairaut's theorem. The algebraic steps are verified, and the logical flow is sound.
Every verdict on record (4)
qwen3.6:27b-mlx: pass 2026-09-27 — The solution correctly applies the definitions of partial derivatives and Clairaut's theorem. The algebraic steps are verified, and the logical flow is sound.gpt-oss:20b: pass 2026-09-27qwen3.6:27b-mlx: pass 2026-09-27 — The solution correctly applies the definitions of partial derivatives and Clairaut's theorem. The algebraic results are verified by the CAS checks provided in the prompt.gpt-oss:20b: pass 2026-09-27
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/partial_derivatives, checked 2026-09-27 with SymPy 1.14.0.