Problem Analysis #6

40.24s
9,027 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] To solve the given problem, we will address each part step-by-step and use Python to verify critical calculations.

Part I: Solving the Differential Equation The differential equation (\frac{dy}{dx} = y(1 - y)) is separable. Separating variables and integrating gives: [ \int \frac{1}{y(1 - y)} , dy = \int 1 , dx ] Using partial fractions, we decompose the left-hand side: [ \frac{1}{y(1 - y)} = \frac{1}{y} + \frac{1}{1 - y} ] Integrating both sides: [ \ln|y| - \ln|1 - y| = x + C \implies \ln\left|\frac{y}{1 - y}\right| = x + C ] Exponentiating both sides: [ \frac{y}{1 - y} = Ce^x \implies y = \frac{Ce^x}{1 + Ce^x} ] Applying the initial condition (y(0) = \frac{1}{2}): [ \frac{1}{2} = \frac{C}{1 + C} \implies C = 1 ] Thus, the solution is: [ y_(x) = \frac{e^x}{1 + e^x} ] For (a = y_(\ln 3)): [ a = \frac{e^{\ln 3}}{1 + e^{\ln 3}} = \frac{3}{1 + 3} = \frac{3}{4} ]

Part II: Evaluating the Definite Integral The integral is: [ I = \int_{-1}^{1} \frac{\arccos\left(\frac{x}{2}\right)}{\cos^2\left(\frac{\pi}{3}x\right)} , dx ] Using the symmetry of the integrand and the identity (\arccos(-z) = \pi - \arccos(z)), we split the integral: [ I = \int_{-1}^{0} \frac{\arccos\left(\frac{x}{2}\right)}{\cos^2\left(\frac{\pi}{3}x\right)} , dx + \int_{0}^{1} \frac{\arccos\left(\frac{x}{2}\right)}{\cos^2\left(\frac{\pi}{3}x\right)} , dx ] Substituting (x = -t) in the first integral: [ \int_{-1}^{0} \frac{\arccos\left(\frac{x}{2}\right)}{\cos^2\left(\frac{\pi}{3}x\right)} , dx = \int_{1}^{0} \frac{\pi - \arccos\left(\frac{t}{2}\right)}{\cos^2\left(\frac{\pi}{3}t\right)} (-dt) = \int_{0}^{1} \frac{\pi - \arccos\left(\frac{t}{2}\right)}{\cos^2\left(\frac{\pi}{3}t\right)} , dt ] Combining the integrals: [ I = \int_{0}^{1} \frac{\pi - \arccos\left(\frac{t}{2}\right)}{\cos^2\left(\frac{\pi}{3}t\right)} , dt + \int_{0}^{1} \frac{\arccos\left(\frac{t}{2}\right)}{\cos^2\left(\frac{\pi}{3}t\right)} , dt = \pi \int_{0}^{1} \frac{1}{\cos^2\left(\frac{\pi}{3}t\right)} , dt ] The integral of (\sec^2(u)) is (\tan(u)): [ I = \pi \left[ \frac{3}{\pi} \tan\left(\frac{\pi}{3}t\right) \right]_{0}^{1} = 3 \left( \tan\left(\frac{\pi}{3}\right) - \tan(0) \right) = 3 \sqrt{3} ]

Part III: Hyperbolic Functions and Integrals Given: [ f(x) = \sum_{m=0}^{\infty} \frac{x^{2m}}{(2m)!} = \cosh(x), \quad g(x) = \frac{d}{dx} f(x) = \sinh(x) ]

  1. Calculate (f(x)^2 - g(x)^2): [ f(x)^2 - g(x)^2 = \cosh^2(x) - \sinh^2(x) = 1 ]
  2. Express (I_{n+2}(x)) using (I_n(x)): [ I_n(x) = \int_0^x \left(\frac{g(X)}{f(X)}\right)^n , dX = \int_0^x \tanh^n(X) , dX ] Using the identity (\tanh^2(X) = 1 - \text{sech}^2(X)): [ I_{n+2}(x) = \int_0^x \tanh^n(X) (1 - \text{sech}^2(X)) , dX = I_n(x) - \int_0^x \tanh^n(X) \text{sech}^2(X) , dX ] Let (u = \tanh(X)), then (du = \text{sech}^2(X) , dX): [ \int_0^x \tanh^n(X) \text{sech}^2(X) , dX = \int_0^{\tanh(x)} u^n , du = \frac{\tanh^{n+1}(x)}{n+1} ] Thus: [ I_{n+2}(x) = I_n(x) - \frac{\tanh^{n+1}(x)}{n+1} ]

Part IV: Final Calculation Given: [ x_0 = \ln(2 + \sqrt{3}), \quad F_0 = f(x_0) = \cosh(x_0), \quad G_0 = g(x_0) = \sinh(x_0) ] Using the properties of hyperbolic functions: [ \cosh(\ln(2 + \sqrt{3})) = 2, \quad \sinh(\ln(2 + \sqrt{3})) = \sqrt{3} ] Thus: [ F_0 = 2, \quad G_0 = \sqrt{3} ] Now, compute (S): [ S = 4a + \frac{I}{G_0} + F_0 = 4 \left(\frac{3}{4}\right) + \frac{3\sqrt{3}}{\sqrt{3}} + 2 = 3 + 3 + 2 = 8 ] Finally, compute (\mathcal{K}): [ \mathcal{K} = 999S^2 + 7 = 999 \times 64 + 7 = 63936 + 7 = 63943 ]

[PYTHON]

Verification of key values

import math

Part I: a = y*(ln 3)

a = math.exp(math.log(3)) / (1 + math.exp(math.log(3))) a = 3 / 4 # Simplified

Part II: I = 3 * sqrt(3)

I = 3 * math.sqrt(3)

Part III: F0 and G0

x0 = math.log(2 + math.sqrt(3)) F0 = math.cosh(x0) G0 = math.sinh(x0)

Part IV: Compute S and K

S = 4 * a + I / G0 + F0 K = 999 * S**2 + 7

print(f"a = {a}") print(f"I = {I}") print(f"F0 = {F0}, G0 = {G0}") print(f"S = {S}") print(f"K = {K}") [/PYTHON]

Tool Output
[PYTHON OUTPUT] a = 0.75 I = 5.196152422706632 F0 = 1.9999999999999998, G0 = 1.732050807568877 S = 8.0 K = 63943.0 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms the calculations. The value of ( a ) is ( 0.75 ), ( I ) is ( 3\sqrt{3} \approx 5.196 ), ( F_0 = 2 ), and ( G_0 = \sqrt{3} ). Thus, ( S = 4(0.75) + \frac{3\sqrt{3}}{\sqrt{3}} + 2 = 8 ). Finally, ( \mathcal{K} = 999 \times 8^2 + 7 = 63943 ). [ \boxed{63943} ]

Final Model Output
63943

Comparative Analysis (P6) (Average across runs)

Avg Time Taken

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
Solar-Pro-2 (31B)(high)
40.2
Grok-4.1-fast
29.0
Claude-Opus-4.5
20.6
EXAONE-4.0.1-32B (high)
11.1

Avg Token Usage

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
Gemini-3-Pro-Preview
7889.0
A.X-4.0 (72B)
7410.0
Claude-Opus-4.5
5887.0
Deepseek-V3.2
5395.0
Llama-VARCO-8B-Instruct
1716.0