Problem Analysis #5

model_d_r1 · Run 1

20.90s
2,102 toks
Problem Statement

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

:=k=1n2123456(x2)k1(1x2)3,x[0,2].:= \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].

\nCompute the value

Ground Truth
82304
Execution Trace
Reasoning Process

[THOUGHT] The function fn(x)f_n(x) is defined as: fn(x):=k=1n2123456(x2)k1(1x2)3f_n(x) := \sum_{k=1}^{n^2} 123456 \left(\frac{x}{2}\right)^{k-1} \left(1 - \frac{x}{2}\right)^3 First, let's simplify the summand: 123456(x2)k1(1x2)3123456 \left(\frac{x}{2}\right)^{k-1} \left(1 - \frac{x}{2}\right)^3 We can rewrite it as: 123456(x2)k1(1x2)3=123456(x2)k1(1x2)3123456 \left(\frac{x}{2}\right)^{k-1} \left(1 - \frac{x}{2}\right)^3 = 123456 \left(\frac{x}{2}\right)^{k-1} \left(1 - \frac{x}{2}\right)^3 This is a weighted sum of terms involving a power of x2\frac{x}{2} and a constant factor (1x2)3\left(1 - \frac{x}{2}\right)^3.

This expression resembles a finite geometric series, but with a fixed exponent on the second term. Let's consider the behavior of fn(x)f_n(x) as nn \to \infty.

For x=0x = 0: fn(0)=k=1n2123456(0)k1(10)3=123456n2f_n(0) = \sum_{k=1}^{n^2} 123456 \left(0\right)^{k-1} \left(1 - 0\right)^3 = 123456 \cdot n^2

For 0<x<20 < x < 2: fn(x)=123456(1x2)3k=1n2(x2)k1f_n(x) = 123456 \left(1 - \frac{x}{2}\right)^3 \sum_{k=1}^{n^2} \left(\frac{x}{2}\right)^{k-1} The sum inside is a geometric series: k=1n2(x2)k1=1(x2)n21x2\sum_{k=1}^{n^2} \left(\frac{x}{2}\right)^{k-1} = \frac{1 - \left(\frac{x}{2}\right)^{n^2}}{1 - \frac{x}{2}} Thus, fn(x)=123456(1x2)21(x2)n22x2=1234562(1x2)22x(1(x2)n2)f_n(x) = 123456 \left(1 - \frac{x}{2}\right)^2 \frac{1 - \left(\frac{x}{2}\right)^{n^2}}{\frac{2-x}{2}} = \frac{123456 \cdot 2 \left(1 - \frac{x}{2}\right)^2}{2-x} \left(1 - \left(\frac{x}{2}\right)^{n^2}\right) fn(x)=2471280(1x2)22x(1(x2)n2)f_n(x) = \frac{2471280 \left(1 - \frac{x}{2}\right)^2}{2-x} \left(1 - \left(\frac{x}{2}\right)^{n^2}\right)

As nn \to \infty, (x2)n20\left(\frac{x}{2}\right)^{n^2} \to 0 for 0<x<20 < x < 2, so: limnfn(x)=2471280(1x2)22x\lim_{n \to \infty} f_n(x) = \frac{2471280 \left(1 - \frac{x}{2}\right)^2}{2-x}

Now, let's integrate this limit function over [0,2][0, 2]: I=022471280(1x2)22xdxI = \int_0^2 \frac{2471280 \left(1 - \frac{x}{2}\right)^2}{2-x} \, dx

To simplify the integrand, let's substitute u=x2u = \frac{x}{2}, hence du=12dxdu = \frac{1}{2} dx or dx=2dudx = 2 du. When x=0x = 0, u=0u = 0, and when x=2x = 2, u=1u = 1. The integral becomes: I=012471280(1u)222u2du=0124712802(1u)22(1u)duI = \int_0^1 \frac{2471280 \left(1 - u\right)^2}{2-2u} \cdot 2 \, du = \int_0^1 \frac{2471280 \cdot 2 (1-u)^2}{2(1-u)} \, du I=012471280(1u)duI = \int_0^1 2471280 (1-u) \, du I=247128001(1u)duI = 2471280 \int_0^1 (1-u) \, du I=2471280[uu22]01I = 2471280 \left[ u - \frac{u^2}{2} \right]_0^1 I=2471280(112)I = 2471280 \left( 1 - \frac{1}{2} \right) I=247128012I = 2471280 \cdot \frac{1}{2} I=1235640I = 1235640

Therefore, the value of the limit is: 1235640\boxed{1235640} [/THOUGHT]

Final Model Output
1235640

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