Problem Analysis #4

15.40s
3,513 toks
Problem Statement

Suppose the following limit is given:

limn[0,n](1+20569nx)69ne(67x)dx=pq,\lim_{n\to\infty} \int_{[0,n]} \left(1+\frac{205}{69n}x\right)^{-69n} e^{(-\frac{6}{7}x)}\,dx=\frac{p}{q},

where pp and qq are positive integers which are relatively prime. Find p2qp^2q.

oindent

Ground Truth
70609
Execution Trace
Reasoning Process

[THOUGHT] Let me analyze this limit. We have: limn[0,n](1+20569nx)69ne67xdx\lim_{n\to\infty} \int_{[0,n]} \left(1+\frac{205}{69n}x\right)^{-69n} e^{-\frac{6}{7}x}\,dx

First, I need to find the pointwise limit of the integrand as nn \to \infty.

For the term (1+20569nx)69n\left(1+\frac{205}{69n}x\right)^{-69n}, let me use the fact that limn(1+an)n=ea\lim_{n\to\infty}\left(1+\frac{a}{n}\right)^n = e^a.

So (1+205x69n)69n=[(1+205x69n)69n]1e205x\left(1+\frac{205x}{69n}\right)^{-69n} = \left[\left(1+\frac{205x}{69n}\right)^{69n}\right]^{-1} \to e^{-205x} as nn \to \infty.

Therefore, the integrand converges pointwise to e205xe67x=ex(205+67)=ex14417e^{-205x} \cdot e^{-\frac{6}{7}x} = e^{-x(205 + \frac{6}{7})} = e^{-x \cdot \frac{1441}{7}}.

By dominated convergence (the integrand is bounded by something integrable), the limit should be: 0e14417xdx=71441\int_0^\infty e^{-\frac{1441}{7}x}\,dx = \frac{7}{1441}

Let me verify this calculation and check if 7 and 1441 are coprime. [/THOUGHT] [PYTHON] import math from fractions import Fraction

Calculate 205 + 6/7

exponent_coeff = 205 + Fraction(6, 7) print(f"Exponent coefficient: {exponent_coeff}")

The integral of e^(-ax) from 0 to infinity is 1/a

result = 1 / exponent_coeff print(f"Result: {result}")

Get p and q

p = result.numerator q = result.denominator print(f"p = {p}, q = {q}")

Check if they are coprime

gcd = math.gcd(p, q) print(f"GCD(p, q) = {gcd}")

Calculate p^2 * q

answer = p**2 * q print(f"p^2 * q = {answer}") [/PYTHON]

Tool Output
[PYTHON OUTPUT] Exponent coefficient: 1441/7 Result: 7/1441 p = 7, q = 1441 GCD(p, q) = 1 p^2 * q = 70609 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] Let me verify the calculation:

  1. The integrand is (1+20569nx)69ne67x\left(1+\frac{205}{69n}x\right)^{-69n} e^{-\frac{6}{7}x}

  2. As nn \to \infty, we have (1+205x69n)69ne205x\left(1+\frac{205x}{69n}\right)^{-69n} \to e^{-205x} (using the standard limit limn(1+a/n)n=ea\lim_{n\to\infty}(1+a/n)^n = e^a)

  3. So the integrand converges to e205xe67x=ex(205+67)=e1441x7e^{-205x} \cdot e^{-\frac{6}{7}x} = e^{-x(205 + \frac{6}{7})} = e^{-\frac{1441x}{7}}

  4. The integral 0e1441x7dx=71441\int_0^\infty e^{-\frac{1441x}{7}} dx = \frac{7}{1441}

  5. Since gcd(7,1441)=1\gcd(7, 1441) = 1, we have p=7p = 7 and q=1441q = 1441

  6. Therefore, p2q=49×1441=70609p^2 q = 49 \times 1441 = 70609 [/THOUGHT]

\boxed{70609}

Final Model Output
70609

Comparative Analysis (P4) (Average across runs)

Avg Time Taken

Deepseek-R1-distill-Qwen-32B (high)
140.9
Deepseek-V3.2
123.2
Gemini-3-Pro-Preview
90.8
GPT-oss-20B (high)
60.4
Solar-Pro-2 (31B)(high)
60.2
Grok-4.1-fast
38.4
HCX-007(high)
31.5
Gemma-3-27B
31.4
Qwen3-30B-A3B-2507
28.9
Llama-VARCO-8B-Instruct
21.3
GPT-5.1 (high)
19.0
Claude-Opus-4.5
16.4
A.X-4.0 (72B)
16.0
EXAONE-4.0.1-32B (high)
3.7

Avg Token Usage

Gemini-3-Pro-Preview
11241.0
Deepseek-V3.2
9874.7
Solar-Pro-2 (31B)(high)
9831.3
GPT-oss-20B (high)
9757.0
Grok-4.1-fast
7671.7
Qwen3-30B-A3B-2507
6266.7
HCX-007(high)
4190.3
Deepseek-R1-distill-Qwen-32B (high)
3984.0
Claude-Opus-4.5
3858.3
A.X-4.0 (72B)
3485.3
EXAONE-4.0.1-32B (high)
3238.3
GPT-5.1 (high)
3067.7
Llama-VARCO-8B-Instruct
2088.3
Gemma-3-27B
1705.7