Problem Analysis #3

343.11s
14,578 toks
Problem Statement

In the three-dimensional orthogonal coordinate system xyzxyz, consider the surface SS defined by(x(θ,ϕ)y(θ,ϕ)z(θ,ϕ))=(cosθsinθ0sinθcosθ0001)(cosϕ+20sinϕ),\begin{pmatrix}x(\theta, \phi) \\y(\theta, \phi) \\z(\theta, \phi)\end{pmatrix}=\begin{pmatrix}\cos\theta & -\sin\theta & 0 \\\sin\theta & \cos\theta & 0 \\0 & 0 & 1\end{pmatrix}\begin{pmatrix}\cos\phi + 2 \\0 \\\sin\phi\end{pmatrix},where θ\theta and ϕ\phi are parameters of the surface SS, and0θ<2π,0ϕ<2π.0 \leq \theta < 2\pi,\qquad 0 \leq \phi < 2\pi.Let VV be the region surrounded by the surface SS, and let WW be the region satisfying the inequality x2+y24x^2 + y^2 \leq 4. Answer the following questions for the surface SS.

  • [I.] Find the unit normal vector oriented inward the region VV at the point P=(12120) P = \begin{pmatrix} \dfrac{1}{\sqrt{2}} \\ \dfrac{1}{\sqrt{2}} \\ 0 \end{pmatrix} on the surface SS.
  • [II.] Find the area of the portion of the surface SS included in the region WW.
  • [III.] Find the volume of the overlapping region VWV \cap W.
  • [IV.] Consider the curve CC on the surface SS defined by setting θ=ϕ\theta = \phi in the parametrization of SS. Find the curvature of the curve CC at the point Q=(021) Q = \begin{pmatrix} 0 \\ 2 \\ 1 \end{pmatrix} on the curve CC. Note that, in general, given a three-dimensional curve defined byc(t)=(x(t)y(t)z(t))c(t) =\begin{pmatrix}x(t) \\y(t) \\z(t)\end{pmatrix}with parameter tt, the curvature κ(t)\kappa(t) of the curve at the point c(t)c(t) is given byκ(t)=dc(t)dt×d2c(t)dt2dc(t)dt3.\kappa(t)= \frac{\left\lVert \dfrac{dc(t)}{dt} \times \dfrac{d^2c(t)}{dt^2}\right\rVert} {\left\lVert \dfrac{dc(t)}{dt}\right\rVert^3}.Let n=(n1,n2,n3)\mathbf{n} = (n_1,n_2,n_3) be the inward unit normal vector at PP obtained in {\rm I}. Let ASA_S be the area obtained in {\rm II}, and let VovV_{\mathrm{ov}} be the overlapping volume VWV\cap W obtained in {\rm III}. Let κQ\kappa_Q be the curvature at QQ obtained in {\rm IV}.DefineK=999123(Vov2πAS4π)(n1+n2)2κQ2  +  7.\mathcal{K}= 999 \cdot 123 \cdot\left(\frac{V_{\mathrm{ov}}}{2\pi}- \frac{A_S}{4\pi}\right)\cdot\frac{(n_1 + n_2)^2}{\kappa_Q^2}\;+\; 7.Compute the integer K\mathcal{K}.\
Ground Truth
249757
Execution Trace
Reasoning Process

[PYTHON] import sympy from sympy import symbols, cos, sin, pi, sqrt, integrate, diff, Matrix, simplify

Define symbols

theta, phi = symbols('theta phi', real=True)

Surface S

x = (2 + cos(phi)) * cos(theta) y = (2 + cos(phi)) * sin(theta) z = sin(phi) r_vec = Matrix([x, y, z])

Part I: Normal at P

P = (1/sqrt(2), 1/sqrt(2), 0)

Corresponds to theta = pi/4, phi = pi

P_theta = pi/4 P_phi = pi

Compute partial derivatives

r_theta = r_vec.diff(theta) r_phi = r_vec.diff(phi)

Normal vector (unnormalized)

N_vec = r_theta.cross(r_phi) N_val = N_vec.subs({theta: P_theta, phi: P_phi})

Normalize

N_norm = N_val.norm() n_unit = N_val / N_norm

Check direction

Point P is at distance 1 from z-axis.

Center of tube cross section is at distance 2.

Inward to V means towards the center of the tube (distance 2).

So we want vector pointing away from z-axis.

Let's check the computed n_unit.

print("Computed Normal (from cross product):", n_unit)

If n_unit points towards origin (negative x, negative y), it's outward from V (into the hole).

We want inward to V.

Let's check the sign.

Part II: Area of S in W

W: x^2 + y^2 <= 4 => (2+cos(phi))^2 <= 4 => cos(phi) <= 0

phi in [pi/2, 3*pi/2]

Area element dA = ||N_vec|| dtheta dphi

||N_vec|| for torus is r(R + r cos phi) = 1 * (2 + cos phi)

dA_mag = simplify(N_vec.norm()) # Should be 2 + cos(phi)

Integrate

Area_S = integrate(integrate(dA_mag, (phi, pi/2, 3pi/2)), (theta, 0, 2pi)) print("Area_S:", Area_S)

Part III: Volume V_ov

Volume of rotation of region D: (x-2)^2 + z^2 <= 1, x <= 2

V = 2*pi * integral_D x dx dz

Let's compute integral_D x dx dz

Use polar coords for the disk centered at (2,0): x = 2 + r_d cos(alpha), z = r_d sin(alpha)

Region x <= 2 means 2 + r_d cos(alpha) <= 2 => cos(alpha) <= 0 => alpha in [pi/2, 3*pi/2]

r_d in [0, 1]

r_d, alpha = symbols('r_d alpha') x_disk = 2 + r_d * cos(alpha) jacobian = r_d integral_x = integrate(integrate(x_disk * jacobian, (alpha, pi/2, 3*pi/2)), (r_d, 0, 1)) Vol_ov = 2 * pi * integral_x print("Vol_ov:", Vol_ov)

Part IV: Curvature of C at Q

C: theta = phi = t

t = symbols('t') c_vec = r_vec.subs({theta: t, phi: t})

Q = (0, 2, 1) => t = pi/2

t_Q = pi/2

Derivatives

c_prime = c_vec.diff(t) c_double_prime = c_prime.diff(t)

Evaluate at t_Q

cp_val = c_prime.subs(t, t_Q) cpp_val = c_double_prime.subs(t, t_Q)

Curvature formula

cross_prod = cp_val.cross(cpp_val) kappa_num = cross_prod.norm() kappa_den = cp_val.norm()3 kappa_Q = kappa_num / kappa_den print("Kappa_Q squared:", kappa_Q2)

Final Calculation

K = 999 * 123 * (Vol_ov/(2pi) - Area_S/(4pi)) * (n1 + n2)^2 / kappa_Q^2 + 7

Note: n1, n2 are components of the INWARD normal.

I need to ensure n_unit is the inward one.

[/PYTHON]

Tool Output
[PYTHON OUTPUT] Computed Normal (from cross product): Matrix([[-sqrt(2)/2], [-sqrt(2)/2], [0]]) Area_S: 2*pi*(-2 + 2*pi) Vol_ov: 2*pi*(-2/3 + pi) Kappa_Q squared: 41/125 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python code successfully computed all the necessary components:

  1. Normal Vector: The computed cross product at PP was (12,12,0)(-\frac{1}{\sqrt{2}}, -\frac{1}{\sqrt{2}}, 0). Analysis of the geometry shows this is the outward normal (pointing away from the torus tube center). The inward unit normal is n=(12,12,0)\mathbf{n} = (\frac{1}{\sqrt{2}}, \frac{1}{\sqrt{2}}, 0). Thus, (n1+n2)2=(22)2=2(n_1 + n_2)^2 = (\frac{2}{\sqrt{2}})^2 = 2.
  2. Area ASA_S: The area of the surface inside x2+y24x^2+y^2 \le 4 is 4π24π4\pi^2 - 4\pi.
  3. Volume VovV_{\mathrm{ov}}: The volume of the intersection is 2π24π32\pi^2 - \frac{4\pi}{3}.
  4. Curvature κQ\kappa_Q: The square of the curvature at QQ is 41125\frac{41}{125}.

The expression for K\mathcal{K} is: [ \mathcal{K} = 999 \cdot 123 \cdot \left(\frac{V_{\mathrm{ov}}}{2\pi}- \frac{A_S}{4\pi}\right)\cdot\frac{(n_1 + n_2)^2}{\kappa_Q^2} + 7 ]

Substituting the terms:

  • Vov2π=π23\frac{V_{\mathrm{ov}}}{2\pi} = \pi - \frac{2}{3}
  • AS4π=π1\frac{A_S}{4\pi} = \pi - 1
  • Difference: (π23)(π1)=13(\pi - \frac{2}{3}) - (\pi - 1) = \frac{1}{3}
  • (n1+n2)2=2(n_1 + n_2)^2 = 2
  • 1κQ2=12541\frac{1}{\kappa_Q^2} = \frac{125}{41}

Calculation: [ \mathcal{K} = 999 \cdot 123 \cdot \frac{1}{3} \cdot 2 \cdot \frac{125}{41} + 7 ] [ \mathcal{K} = 333 \cdot 123 \cdot 2 \cdot \frac{125}{41} + 7 ] Since 123=3×41123 = 3 \times 41: [ \mathcal{K} = 333 \cdot 3 \cdot 2 \cdot 125 + 7 ] [ \mathcal{K} = 999 \cdot 250 + 7 ] [ \mathcal{K} = (1000 - 1) \cdot 250 + 7 = 250000 - 250 + 7 = 249750 + 7 = 249757 ] [/THOUGHT]

\boxed{249757}

Final Model Output
249757

Comparative Analysis (P3) (Average across runs)

Avg Time Taken

Gemini-3-Pro-Preview
343.1
GPT-5.1 (high)
185.0
Deepseek-V3.2
168.5
Grok-4.1-fast
142.7
Solar-Pro-2 (31B)(high)
139.6
Llama-VARCO-8B-Instruct
92.2
A.X-4.0 (72B)
86.0
Claude-Opus-4.5
84.8
HCX-007(high)
31.8
EXAONE-4.0.1-32B (high)
12.4

Avg Token Usage

Solar-Pro-2 (31B)(high)
22878.0
Grok-4.1-fast
21249.0
A.X-4.0 (72B)
19754.0
Claude-Opus-4.5
16732.0
Deepseek-V3.2
15050.0
Gemini-3-Pro-Preview
14578.0
GPT-5.1 (high)
9991.0
HCX-007(high)
9092.0
EXAONE-4.0.1-32B (high)
7591.0
Llama-VARCO-8B-Instruct
6884.0