Problem Analysis #5

4.90s
3,950 toks
Problem Statement

Let ([0,2],B([0,2]),λ)( [0,2], \mathcal{B}([0,2]), \lambda ) be the Lebesgue measure space.
For each nNn \in \mathbb{N} define

fn(x):=k=1n2123456(x2)k1(1x2)3,x[0,2].f_n(x) := \sum_{k=1}^{n^2} 123456 \left(\frac{x}{2}\right)^{\,k-1} \left( 1 - \frac{x}{2} \right)^{3}, \qquad x \in [0,2].

Compute the value

I:=limn02fn(x)dx.I := \lim_{n\to\infty} \int_0^2 f_n(x)\,dx.
Ground Truth
82304
Execution Trace
Reasoning Process

[THOUGHT] I need to compute the limit of the integral of ( f_n(x) ) as ( n ) approaches infinity. The function ( f_n(x) ) is a sum of terms involving powers of ( \frac{x}{2} ) and ( 1 - \frac{x}{2} ). To find the limit, I can consider the behavior of the sum as ( n ) grows large.

First, I can rewrite ( f_n(x) ) as: [ f_n(x) = 123456 \cdot \left(1 - \frac{x}{2}\right)^3 \cdot \sum_{k=1}^{n^2} \left(\frac{x}{2}\right)^{k-1}. ]

The sum ( \sum_{k=1}^{n^2} \left(\frac{x}{2}\right)^{k-1} ) is a finite geometric series. For ( x \in [0, 2) ), the sum converges to ( \frac{1}{1 - \frac{x}{2}} ) as ( n \to \infty ). For ( x = 2 ), the sum is ( n^2 ).

Thus, the limiting function ( f(x) ) as ( n \to \infty ) is: [ f(x) = 123456 \cdot \left(1 - \frac{x}{2}\right)^3 \cdot \frac{1}{1 - \frac{x}{2}} = 123456 \cdot \left(1 - \frac{x}{2}\right)^2 \quad \text{for } x \in [0, 2). ] At ( x = 2 ), ( f(2) = 123456 \cdot 0^3 \cdot n^2 = 0 ), which is consistent with the limit.

Now, I can compute the integral of ( f(x) ) over ( [0, 2] ): [ I = \int_0^2 123456 \cdot \left(1 - \frac{x}{2}\right)^2 , dx. ]

To compute this integral, I can perform a substitution to simplify it. Let ( u = 1 - \frac{x}{2} ), so ( du = -\frac{1}{2} dx ) and ( dx = -2 du ). The limits change as follows:

  • When ( x = 0 ), ( u = 1 ).
  • When ( x = 2 ), ( u = 0 ).

The integral becomes: [ I = 123456 \cdot \int_{1}^{0} u^2 \cdot (-2) , du = 123456 \cdot 2 \cdot \int_{0}^{1} u^2 , du = 123456 \cdot 2 \cdot \left[ \frac{u^3}{3} \right]_0^1 = 123456 \cdot 2 \cdot \frac{1}{3}. ]

Thus, the value of ( I ) is ( \frac{246912}{3} = 82304 ).

[/THOUGHT] [PYTHON] from sympy import symbols, integrate

x = symbols('x') f = 123456 * (1 - x/2)**2 I = integrate(f, (x, 0, 2)) print(I) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 82304 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms that the integral evaluates to 82304. [/THOUGHT] \boxed{82304}

Final Model Output
82304

Comparative Analysis (P5) (Average across runs)

Avg Time Taken

Solar-Open-100B
550.5
Gemini-3-Pro-Preview
42.3
Kanana-2-30B-Thinking
38.5
naver-hyperclovax/HCX-007
34.1
GLM-4.5-Air
31.7
K-EXAONE-236B-A23B
29.5
Kanana-2-30B-Thinking-2601
21.1
Solar-Pro 2
19.7
model_d_r1
18.6
GPT-5.2 (high)
13.1
axk1
7.6
EXAONE-4.0-32B
6.5

Avg Token Usage

Solar-Open-100B
17025.7
Kanana-2-30B-Thinking
9881.7
Kanana-2-30B-Thinking-2601
6458.3
GLM-4.5-Air
5912.0
Gemini-3-Pro-Preview
5738.7
Solar-Pro 2
5609.7
naver-hyperclovax/HCX-007
4853.7
K-EXAONE-236B-A23B
4492.3
EXAONE-4.0-32B
4188.3
model_d_r1
3289.7
GPT-5.2 (high)
3264.0
axk1
2930.0