Problem Analysis #9

94.29s
13,470 toks
Problem Statement

In the two-dimensional orthogonal xyxy coordinate system, consider the curve LL represented by the following equations with the parameter tt (0 $$\leq$$ t $$\leq$$ 2$$\pi$$$). Here, a$ is a positive real constant.\begin{align}x(t) &= a(t - \sin t), \\y(t) &= a(1 - \cos t).\end{align}

  • [(I-1)] Obtain the length of the curve LL when tt varies in the range $0 \leq t \leq 2$$\pi$$$.

  • [(I-2)] For 0 < t < 2$$\pi$$$, obtain the curvature \kappa_L(t)atanarbitrarypointofthecurveat an arbitrary point of the curveL.Inthethreedimensionalorthogonal. In the three-dimensional orthogonal xyzcoordinatesystem,considerthecurvedsurfacerepresentedbythefollowingequationswiththeparameterscoordinate system, consider the curved surface represented by the following equations with the parametersuandandv( (uandandv$ are real numbers):\begin{align}x(u, v) &= \sinh u \cos v, \\y(u, v) &= 2 \sinh u \sin v, \\z(u, v) &= 3 \cosh u.\end{align}

  • [(II-1)] Express the curved surface by an equation without the parameters uu and vv.

  • [(II-2)] Sketch the xyxy-plane view at z=5z = 5 and the xzxz-plane view at y=0y = 0, respectively, of the curved surface. In the sketches, indicate the values at the intersections with each of the axes.

  • [(II-3)] Express a unit normal vector n\mathbf{n} of the curved surface by uu and vv. Here, the zz-component of n\mathbf{n} should be positive.

  • [(II-4)] Let κ\kappa be the Gaussian curvature at the point u=v=0u = v = 0. Calculate the absolute value κ|\kappa|. Finally, define the following quantities:

  • Let LL be the length of the cycloid in {\rm (I-1)}, and let κL(π)\kappa_L(\pi) be the curvature of LL at t=πt = \pi from {\rm (I-2)}. Define α:=LκL(π). \alpha := L \cdot \kappa_L(\pi).

  • In {\rm (II-2)}, denote by Ax>0A_x > 0 and Ay>0A_y > 0 the xx- and yy-intercepts (respectively) of the cross-section of the surface by the plane z=5z = 5, and by Az>0A_z > 0 the zz-intercept of the cross-section by the plane y=0y = 0. Define δ:=AxAyAz,ρ:=AyAx. \delta := A_x A_y A_z, \qquad \rho := \frac{A_y}{A_x}.

  • In {\rm (II-4)}, let β:=κ\beta := |\kappa| be the absolute value of the Gaussian curvature at u=v=0u = v = 0. Using these, defineS:=(αβδρ)3,K:=999S2+7.S := \bigl(\alpha\,\beta\,\delta\,\rho\bigr)^3,\qquad\mathcal{K} := 999\,S^2 + 7.Compute the integer K\mathcal{K}.\

Ground Truth
781975031906311
Execution Trace
Reasoning Process

I will calculate the required values step-by-step using Python.

Part I: Cycloid

  1. Calculate the length LlenL_{len} of the cycloid x(t)=a(tsint),y(t)=a(1cost)x(t) = a(t - \sin t), y(t) = a(1 - \cos t) for 0t2π0 \le t \le 2\pi.
  2. Calculate the curvature κL(π)\kappa_L(\pi).
  3. Compute α=LlenκL(π)\alpha = L_{len} \cdot \kappa_L(\pi).

Part II: Surface

  1. Surface: x=sinhucosv,y=2sinhusinv,z=3coshux = \sinh u \cos v, y = 2 \sinh u \sin v, z = 3 \cosh u.
  2. At z=5z=5: Find Ax,AyA_x, A_y.
    • 3coshu=5    coshu=5/33 \cosh u = 5 \implies \cosh u = 5/3.
    • sinh2u=(5/3)21=16/9    sinhu=4/3\sinh^2 u = (5/3)^2 - 1 = 16/9 \implies \sinh u = 4/3 (taking positive since Ax,Ay>0A_x, A_y > 0).
    • x=(4/3)cosv,y=2(4/3)sinv=(8/3)sinvx = (4/3) \cos v, y = 2(4/3) \sin v = (8/3) \sin v.
    • This is an ellipse: x2/(4/3)2+y2/(8/3)2=1x^2/(4/3)^2 + y^2/(8/3)^2 = 1.
    • Intercepts: Ax=4/3,Ay=8/3A_x = 4/3, A_y = 8/3.
  3. At y=0y=0: Find AzA_z.
    • 2sinhusinv=02 \sinh u \sin v = 0.
    • Case 1: sinhu=0    u=0    x=0,z=3\sinh u = 0 \implies u=0 \implies x=0, z=3.
    • Case 2: sinv=0    v=0,π\sin v = 0 \implies v = 0, \pi.
      • x=±sinhu,z=3coshux = \pm \sinh u, z = 3 \cosh u.
      • Equation: (z/3)2x2=1    z2/9x2=1(z/3)^2 - x^2 = 1 \implies z^2/9 - x^2 = 1.
      • This is a hyperbola.
    • The "z-intercept of the cross-section" is the value of zz when x=0x=0 (and y=0y=0).
    • From the equation z2/9x2=1z^2/9 - x^2 = 1, if x=0x=0, z2=9    z=3z^2=9 \implies z=3 (since z=3coshu3z=3\cosh u \ge 3).
    • So Az=3A_z = 3.
  4. Compute δ=AxAyAz\delta = A_x A_y A_z and ρ=Ay/Ax\rho = A_y / A_x.
  5. Compute Gaussian curvature β=κ\beta = |\kappa| at u=0,v=0u=0, v=0.

Final Calculation Compute SS and K\mathcal{K}.

I will implement this in Python to handle the derivatives and algebra precisely.

[PYTHON] import sympy as sp

Part I: Cycloid

a, t = sp.symbols('a t', real=True, positive=True) x_t = a * (t - sp.sin(t)) y_t = a * (1 - sp.cos(t))

dx_dt = sp.diff(x_t, t) dy_dt = sp.diff(y_t, t) ddx_dt = sp.diff(dx_dt, t) ddy_dt = sp.diff(dy_dt, t)

Length

ds_sq = dx_dt2 + dy_dt2 ds = sp.sqrt(ds_sq.simplify())

ds simplifies to a * sqrt(2 - 2cos(t)) = a * sqrt(4 sin^2(t/2)) = 2a sin(t/2) for t in [0, 2pi]

L_len = sp.integrate(ds, (t, 0, 2*sp.pi))

Curvature

kappa = |x' y'' - y' x''| / (x'^2 + y'^2)^(3/2)

num = sp.Abs(dx_dt * ddy_dt - dy_dt * ddx_dt) den = (dx_dt2 + dy_dt2)**(sp.Rational(3, 2)) kappa_L = num / den kappa_pi = kappa_L.subs(t, sp.pi)

alpha = L_len * kappa_pi

print(f"L_len: {L_len}") print(f"kappa_pi: {kappa_pi}") print(f"alpha: {alpha}")

Part II: Surface

u, v = sp.symbols('u v', real=True) x_s = sp.sinh(u) * sp.cos(v) y_s = 2 * sp.sinh(u) * sp.sin(v) z_s = 3 * sp.cosh(u)

II-2: Intercepts

At z = 5

3 cosh u = 5 => cosh u = 5/3 => sinh u = sqrt(25/9 - 1) = 4/3

x = 4/3 cos v, y = 8/3 sin v

Ax is x-intercept (when y=0 => sin v=0 => cos v = +/-1 => |x| = 4/3)

A_x = sp.Rational(4, 3)

Ay is y-intercept (when x=0 => cos v=0 => sin v = +/-1 => |y| = 8/3)

A_y = sp.Rational(8, 3)

At y = 0

z-intercept is when x=0 as well (intersection with z-axis)

x=0, y=0 => sinh u = 0 => u=0 => z = 3

A_z = 3

delta = A_x * A_y * A_z rho = A_y / A_x

print(f"Ax: {A_x}, Ay: {A_y}, Az: {A_z}") print(f"delta: {delta}") print(f"rho: {rho}")

II-4: Gaussian Curvature at u=0, v=0

Define position vector r

r = sp.Matrix([x_s, y_s, z_s]) ru = r.diff(u) rv = r.diff(v) ruu = ru.diff(u) ruv = ru.diff(v) rvv = rv.diff(v)

First Fundamental Form

E = ru.dot(ru) F = ru.dot(rv) G = rv.dot(rv)

Normal vector

cross_prod = ru.cross(rv) norm_cross = sp.sqrt(cross_prod.dot(cross_prod)) n = cross_prod / norm_cross

Second Fundamental Form

L = ruu.dot(n) M = ruv.dot(n) N_coeff = rvv.dot(n) # N is taken by sympy numerical, using N_coeff

Gaussian Curvature K = (LN - M^2) / (EG - F^2)

K = (L * N_coeff - M2) / (E * G - F2)

Evaluate at u=0, v=0

Note: At u=0, sinh(u)=0, cosh(u)=1.

There might be a singularity in the formula if not simplified, specifically in n if cross_prod is 0.

Let's check cross_prod at u=0.

ru at 0,0: [11, 210, 30] = [1, 0, 0] ? Wait.

x_u = cosh u cos v. At 0,0: 1*1 = 1.

y_u = 2 cosh u sin v. At 0,0: 0.

z_u = 3 sinh u. At 0,0: 0.

ru(0,0) = [1, 0, 0]

rv at 0,0:

x_v = -sinh u sin v. At 0,0: 0.

y_v = 2 sinh u cos v. At 0,0: 0.

z_v = 0.

rv(0,0) = [0, 0, 0].

Problem: rv is zero vector at u=0. This is a coordinate singularity (pole).

The Gaussian curvature is well-defined at the vertex, but the coordinate chart is singular.

We can take the limit as u -> 0. Or use the implicit equation.

Implicit equation approach for curvature at vertex (0,0,3).

Equation: (x/1)^2 + (y/2)^2 - (z/3)^2 = -1 => -x^2 - y^2/4 + z^2/9 = 1

z = 3 * sqrt(1 + x^2 + y^2/4)

We can compute K using the Hessian of z(x,y) at x=0, y=0.

At peak/vertex, gradient is 0. K = det(Hessian).

z approx 3 * (1 + 1/2(x^2 + y^2/4)) = 3 + 3/2 x^2 + 3/8 y^2.

z_xx = 3, z_yy = 3/4, z_xy = 0.

K = z_xx * z_yy = 3 * 3/4 = 9/4?

Wait, formula for K of graph z=f(x,y) at stationary point is det(Hessian).

Let's verify with code using limit or implicit expansion.

Let's try limit of K expression as u -> 0.

K_simplified = sp.simplify(K) beta = sp.limit(sp.Abs(K_simplified), u, 0) # Limit as u->0 (v doesn't matter due to symmetry or check v=0)

print(f"beta (limit): {beta}")

Final Calculation

S = (alpha * beta * delta * rho)3 K_final = 999 * S2 + 7

print(f"S: {S}") print(f"K_final: {K_final}") [/PYTHON]

Tool Output
[PYTHON OUTPUT] L_len: sqrt(2)*a*Integral(sqrt(1 - cos(t)), (t, 0, 2*pi)) kappa_pi: 1/(4*a) alpha: sqrt(2)*Integral(sqrt(1 - cos(t)), (t, 0, 2*pi))/4 Ax: 4/3, Ay: 8/3, Az: 3 delta: 32/3 rho: 2 beta (limit): 9/4 S: 3456*sqrt(2)*Integral(sqrt(1 - cos(t)), (t, 0, 2*pi))**3 K_final: 7 + 23863984128*Integral(sqrt(1 - cos(t)), (t, 0, 2*pi))**6 [/PYTHON OUTPUT]
Reasoning Process

The length of the cycloid is L=8aL = 8a. The curvature of the cycloid at t=πt=\pi is κL(π)=14a\kappa_L(\pi) = \frac{1}{4a}. Thus, α=LκL(π)=8a14a=2\alpha = L \cdot \kappa_L(\pi) = 8a \cdot \frac{1}{4a} = 2.

For the surface, the intercepts are Ax=4/3A_x = 4/3, Ay=8/3A_y = 8/3, and Az=3A_z = 3. Thus, δ=AxAyAz=43833=323\delta = A_x A_y A_z = \frac{4}{3} \cdot \frac{8}{3} \cdot 3 = \frac{32}{3}. The ratio is ρ=AyAx=8/34/3=2\rho = \frac{A_y}{A_x} = \frac{8/3}{4/3} = 2.

The Gaussian curvature at the vertex (0,0)(0,0) is β=94\beta = \frac{9}{4}.

We compute SS: [ S = (\alpha \beta \delta \rho)^3 = \left( 2 \cdot \frac{9}{4} \cdot \frac{32}{3} \cdot 2 \right)^3 = \left( \frac{9}{2} \cdot \frac{64}{3} \right)^3 = (3 \cdot 32)^3 = 96^3 = 884736. ]

Finally, we compute K\mathcal{K}: [ \mathcal{K} = 999 S^2 + 7 = 999 (884736)^2 + 7. ] Calculating the value: [ 884736^2 = 782757789696 ] [ 999 \times 782757789696 = (1000 - 1) \times 782757789696 = 782757789696000 - 782757789696 = 781975031906304 ] [ \mathcal{K} = 781975031906304 + 7 = 781975031906311. ]

\boxed{781975031906311}

Final Model Output
781975031906311

Comparative Analysis (P9) (Average across runs)

Avg Time Taken

A.X-4.0 (72B)
1385.0
Deepseek-V3.2
484.2
Solar-Pro-2 (31B)(high)
298.7
GPT-5.1 (high)
139.8
Llama-VARCO-8B-Instruct
134.8
Gemini-3-Pro-Preview
94.3
Grok-4.1-fast
79.4
HCX-007(high)
44.1
Claude-Opus-4.5
37.4
EXAONE-4.0.1-32B (high)
33.3

Avg Token Usage

Solar-Pro-2 (31B)(high)
23128.0
GPT-5.1 (high)
16139.0
Deepseek-V3.2
14111.0
Grok-4.1-fast
13877.0
Gemini-3-Pro-Preview
13470.0
Llama-VARCO-8B-Instruct
8865.0
Claude-Opus-4.5
8603.0
A.X-4.0 (72B)
7948.0
EXAONE-4.0.1-32B (high)
6907.0
HCX-007(high)
6048.0