Problem Analysis #6

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8,050 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 solve part I of the problem by finding the general solution to the differential equation (\frac{dy}{dx} = y(1-y)) for (0 < y < 1). This is a separable equation. I will use the sympy library to derive and output the solution symbolically. [/THOUGHT] [PYTHON] from sympy import symbols, exp x, C = symbols('x C') y = exp(x) / (exp(x) + C) print(y) [/PYTHON]

Tool Output
[PYTHON OUTPUT] exp(x)/(C + exp(x)) [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] After solving the differential equation in part I, I found the specific solution ( y_(x) = \frac{e^x}{1 + e^x} ). At ( x = \ln 3 ), ( a = y_(\ln 3) = \frac{3}{4} ).

For part II, I computed the integral ( I = \int_{-1}^{1} \frac{\arccos\left(\frac{x}{2}\right)}{\cos^2\left(\frac{\pi}{3}x\right)} dx = 3\sqrt{3} ).

In part III, I calculated:

  • Part (1): ( f(x)^2 - g(x)^2 = 1 )
  • Part (2): ( I_{n+2}(x) = I_n(x) - \frac{\tanh^{n+1}(x)}{n+1} )

Given ( x_0 = \ln(2+\sqrt{3}) ), ( F_0 = f(x_0) = 2 ), and ( G_0 = g(x_0) = \sqrt{3} ), I computed:

  • ( \frac{I}{G_0} = \frac{3\sqrt{3}}{\sqrt{3}} = 3 )
  • ( S = 4a + \frac{I}{G_0} + F_0 = 4 \cdot \frac{3}{4} + 3 + 2 = 3 + 3 + 2 = 8 )
  • ( \mathcal{K} = 999S^2 + 7 = 999 \cdot 64 + 7 = 63840 + 7 = 63847 )

The integer ( \mathcal{K} ) is 63847. [/THOUGHT] \boxed{63847}

Final Model Output
63847

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