Problem Analysis #5

Kanana-2-30B-Thinking-2601 · Run 1

20.55s
7,107 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] First, analyze the function 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 for x[0,2]x \in [0,2].

Factor out the constant and the term independent of kk:
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 is a geometric series with ratio r=x2r = \frac{x}{2}, from k=1k=1 to k=n2k=n^2. Let j=k1j = k-1, so the sum becomes:
j=0n21(x2)j=1(x2)n21x2forx2\sum_{j=0}^{n^2-1} \left(\frac{x}{2}\right)^j = \frac{1 - \left(\frac{x}{2}\right)^{n^2}}{1 - \frac{x}{2}} \quad \text{for} \quad x \neq 2

Thus,
fn(x)=123456(1x2)31(x2)n21x2=123456(1x2)2(1(x2)n2)f_n(x) = 123456 \left(1 - \frac{x}{2}\right)^3 \cdot \frac{1 - \left(\frac{x}{2}\right)^{n^2}}{1 - \frac{x}{2}} = 123456 \left(1 - \frac{x}{2}\right)^2 \left(1 - \left(\frac{x}{2}\right)^{n^2}\right)

Now, compute the integral:
I=limn02fn(x)dx=limn12345602(1x2)2(1(x2)n2)dxI = \lim_{n \to \infty} \int_0^2 f_n(x) dx = \lim_{n \to \infty} 123456 \int_0^2 \left(1 - \frac{x}{2}\right)^2 \left(1 - \left(\frac{x}{2}\right)^{n^2}\right) dx

Split the integral:
I=123456[02(1x2)2dx02(1x2)2(x2)n2dx]I = 123456 \left[ \int_0^2 \left(1 - \frac{x}{2}\right)^2 dx - \int_0^2 \left(1 - \frac{x}{2}\right)^2 \left(\frac{x}{2}\right)^{n^2} dx \right]

As nn \to \infty, the second integral: for x[0,2)x \in [0,2), (x2)n20\left(\frac{x}{2}\right)^{n^2} \to 0 because x2<1\frac{x}{2} < 1. At x=2x = 2, (x2)n2=1\left(\frac{x}{2}\right)^{n^2} = 1, but the set {2}\{2\} has Lebesgue measure zero. By dominated convergence, the second integral vanishes:
limn02(1x2)2(x2)n2dx=0\lim_{n \to \infty} \int_0^2 \left(1 - \frac{x}{2}\right)^2 \left(\frac{x}{2}\right)^{n^2} dx = 0

Thus,
I=12345602(1x2)2dxI = 123456 \int_0^2 \left(1 - \frac{x}{2}\right)^2 dx

Compute the integral using substitution. Let u=1x2u = 1 - \frac{x}{2}, so du=12dxdu = -\frac{1}{2} dx, and dx=2dudx = -2 du. When x=0x = 0, u=1u = 1; when x=2x = 2, u=0u = 0:
02(1x2)2dx=10u2(2)du=201u2du=2[u33]01=213=23\int_0^2 \left(1 - \frac{x}{2}\right)^2 dx = \int_1^0 u^2 (-2) du = 2 \int_0^1 u^2 du = 2 \left[ \frac{u^3}{3} \right]_0^1 = 2 \cdot \frac{1}{3} = \frac{2}{3}

Therefore,
I=12345623=2469123=82304I = 123456 \cdot \frac{2}{3} = \frac{246912}{3} = 82304

Verification: 123456 * 2 = 246912; 246912 / 3 = 82304.

Final answer:
82304\boxed{82304}

Reasoning Process

[THOUGHT] I need to compute the integral of (1 - x/2)^2 from 0 to 2 and then multiply by 123456 to verify the result. [/THOUGHT] [PYTHON] from scipy.integrate import quad

def g(x): return (1 - x/2)**2

result, error = quad(g, 0, 2) I = 123456 * result print(I) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 82304.0 [/PYTHON OUTPUT]
Reasoning Process

82304\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
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
GPT-5.2 (high)
13.1
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
HCX-007
4853.7
K-EXAONE-236B-A23B
4492.3
EXAONE-4.0-32B
4188.3
GPT-5.2 (high)
3264.0