Problem Analysis #6

67.25s
12,619 toks
Problem Statement

\subsection*{I.}Find the general solution y(x)y(x) of the following differential equation:dydx=y(1y),\frac{dy}{dx} = y(1-y),where 0<y<10 < y < 1.\subsection*{II.}Find the value of the definite integralI=11arccos(x2)cos2(π3x)dx,I = \int_{-1}^{1} \frac{\arccos\left(\dfrac{x}{2}\right)}{\cos^2\left(\dfrac{\pi}{3}x\right)} \, dx,where 0 $$\leq$$ \arccos\left(\dfrac{x}{2}\right) $$\leq$$ $$\pi$$$.\subsection*{III.}For any positive variable x, define$$f(x) = \sum_{m=0}^{\infty} \frac{1}{(2m)!} x^{2m},\qquadg(x) = \frac{d}{dx} f(x).$$For any non-negative integer n$, defineIn(x)=0x(g(X)f(X))ndX.I_n(x) = \int_0^x \left(\frac{g(X)}{f(X)}\right)^n \, dX.You may useexp(x)=m=0xmm!.\exp(x) = \sum_{m=0}^{\infty} \frac{x^m}{m!}.

  • [(1)] Calculate f(x)2g(x)2f(x)^2 - g(x)^2.
  • [(2)] Express In+2(x)I_{n+2}(x) using In(x)I_n(x). \subsection*{IV. Final quantity}Let y(x)y_*(x) be the solution of the differential equation in {\rm I} that satisfiesy(0)=12,y_*(0) = \frac{1}{2},and definea:=y(ln3).a := y_*(\ln 3).In {\rm II}, let II be the value of the definite integral. In {\rm III}, letx0=ln(2+3),\qquadF0:=f(x0),G0:=g(x0).x_0 = \ln(2+\sqrt{3}),\qquadF_0 := f(x_0),\quad G_0 := g(x_0).DefineS:=4a+IG0+F0,K:=999S2+7.S := 4a + \frac{I}{G_0} + F_0,\qquad\mathcal{K} := 999\,S^2 + 7.Compute the integer K\mathcal{K}.\
Ground Truth
63943
Execution Trace
Reasoning Process

[THOUGHT] I will compute the required quantities step‑by‑step using SymPy.

  1. Logistic ODE: dy/dx = y(1‑y), 0<y<1. The general solution is y(x)=1/(1+K e^{-x}). Using y(0)=1/2 gives K=1, so y_(x)=1/(1+e^{-x}). Then a = y_(ln 3) = 3/4.

  2. Integral I = ∫{-1}^{1} arccos(x/2)/cos²(πx/3) dx. By symmetry, I = (π/2)∫{-1}^{1} sec²(πx/3) dx = (π/2)·(6√3/π) = 3√3.

  3. f(x)=∑(x^{2m}/(2m)!)=cosh x, g(x)=sinh x. Hence f²−g²=1.

  4. For I_n(x)=∫₀ˣ (g/f)^n dx = ∫₀ˣ tanhⁿ t dt, I_{n+2}(x)=I_n(x)−(1/(n+1))·(g/f)^{n+1}.

  5. x₀ = ln(2+√3). Using cosh(ln t)=(t+1/t)/2 and sinh(ln t)=(t−1/t)/2 with t=2+√3, f(x₀)=cosh(x₀)=2, g(x₀)=sinh(x₀)=√3.

  6. S = 4a + I/g(x₀) + f(x₀) = 4·(3/4) + (3√3)/√3 + 2 = 3 + 3 + 2 = 8.

  7. K = 999·S² + 7 = 999·64 + 7 = 63936 + 7 = 63943.

All steps will be verified numerically with SymPy. [/THOUGHT] [PYTHON] import sympy as sp

symbols

x = sp.symbols('x')

1. Logistic solution

K = sp.Symbol('K') y = 1/(1 + K*sp.exp(-x)) K_val = sp.solve(y.subs(x, 0) - sp.Rational(1, 2), K)[0] y_sol = y.subs(K, K_val) a = y_sol.subs(x, sp.ln(3))

2. Integral I

I = sp.integrate(sp.acos(x/2) / sp.cos(sp.pi*x/3)**2, (x, -1, 1)) I_val = sp.simplify(I)

3. f and g at x0

x0 = sp.ln(2 + sp.sqrt(3)) F0 = sp.cosh(x0) G0 = sp.sinh(x0)

4. Compute S and K

S = 4a + I_val/G0 + F0 K_final = sp.simplify(999S**2 + 7)

print(K_final) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 7 + 999*(sinh(log(sqrt(3) + 2))*cosh(log(sqrt(3) + 2)) + 3*sinh(log(sqrt(3) + 2)) + Integral(acos(x/2)/cos(pi*x/3)**2, (x, -1, 1)))**2/sinh(log(sqrt(3) + 2))**2 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output contains an unevaluated integral, but we can simplify it using known results. From symmetry and substitution, the integral (I = \int_{-1}^{1} \frac{\arccos(x/2)}{\cos^2(\pi x/3)} dx) evaluates exactly to (3\sqrt{3}). For (x_0 = \ln(2+\sqrt{3})), we have (F_0 = \cosh(x_0) = 2) and (G_0 = \sinh(x_0) = \sqrt{3}). The solution to the logistic equation with (y(0) = 1/2) gives (a = y_*(\ln 3) = 3/4). Thus, (S = 4a + I/G_0 + F_0 = 3 + 3 + 2 = 8). Finally, (\mathcal{K} = 999 \cdot S^2 + 7 = 999 \cdot 64 + 7 = 63943). [/THOUGHT] \boxed{63943}

Final Model Output
63943

Comparative Analysis (P6) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
330.0
GPT-5.2 (high)
111.5
Kanana-2-30B-Thinking-2601
76.9
Solar-Open-100B
67.2
GPT-5.1 (high)
57.7
HCX-007(high)
55.6
Llama-VARCO-8B-Instruct
54.7
Deepseek-V3.2
48.3
Gemini-3-Pro-Preview
47.6
A.X-4.0 (72B)
45.4
Kanana-2-30B-Thinking
42.7
Solar-Pro-2 (31B)(high)
40.2
Grok-4.1-fast
29.0
K-EXAONE-236B-A23B
22.8
Claude-Opus-4.5
20.6
axk1
12.9
EXAONE-4.0.1-32B (high)
11.1

Avg Token Usage

K-EXAONE-236B-A23B
39933.0
GPT-5.2 (high)
26193.0
Kanana-2-30B-Thinking-2601
19787.0
Solar-Open-100B
12619.0
HCX-007(high)
10581.0
EXAONE-4.0.1-32B (high)
9149.0
Solar-Pro-2 (31B)(high)
9027.0
GPT-5.1 (high)
8547.0
Grok-4.1-fast
8351.0
Kanana-2-30B-Thinking
8050.0
Gemini-3-Pro-Preview
7889.0
A.X-4.0 (72B)
7410.0
K-EXAONE-236B-A23B
6804.0
Claude-Opus-4.5
5887.0
Deepseek-V3.2
5395.0
axk1
4182.0
Llama-VARCO-8B-Instruct
1716.0