Problem Analysis #22

Deepseek-V3.2 · Run 1

92.33s
6,445 toks
Problem Statement

Let f(x)f(x) be a continuous function defined on the interval [0,)[0,\infty) satisfying the following condition:

When 2n11x<2n1,f(x)=2n1(x+1)22n2  +  2n11,\text{When } 2^{\,n-1}-1 \le x < 2^{\,n}-1,\quad f(x) = \sqrt{\,2^{\,n-1}(x+1) - 2^{\,2n-2}} \;+\; 2^{\,n-1} - 1,

for n=1,2,3,n = 1, 2, 3, \ldots.Define a sequence {an}\{a_n\} by an=2n11a_n = 2^{\,n-1} - 1 for all natural numbers nn. Find the natural number nn such that

anan+1f(x)dx=14073748332216323.\int_{a_n}^{a_{n+1}} f(x)\, dx = \frac{1407374833221632}{3}.

oindent

Ground Truth
25
Execution Trace
Reasoning Process

[TH

Reasoning Process

[THOUGHT] We need to compute the integral anan+1f(x)dx\int_{a_n}^{a_{n+1}} f(x) \, dx where an=2n11a_n = 2^{n-1} - 1. So an=2n11a_n = 2^{n-1} - 1 and an+1=2n1a_{n+1} = 2^{n} - 1. The integral is from 2n112^{n-1} - 1 to 2n12^{n} - 1. According to the definition of f(x)f(x), on the interval 2n11x<2n12^{n-1} - 1 \le x < 2^{n} - 1, we have f(x)=2n1(x+1)22n2+2n11f(x) = \sqrt{2^{n-1}(x+1) - 2^{2n-2}} + 2^{n-1} - 1. Note that at the right endpoint x=2n1x = 2^{n} - 1, the formula for f(x)f(x) changes because it belongs to the next interval. But the integral is over a closed interval [an,an+1][a_n, a_{n+1}]. However, the function is defined piecewise, and at the right endpoint, the formula for the next piece might be different. But since ff is continuous, the value at the endpoint matches the limit from the left. So we can integrate using the given formula over the half-open interval and include the endpoint because the integral over a single point doesn't matter. So we can integrate f(x)f(x) from x=anx = a_n to x=an+1x = a_{n+1} using the expression given for that interval.

Let’s set nn as a variable. We need to compute:

In=2n112n1(2n1(x+1)22n2+2n11)dx.I_n = \int_{2^{n-1} - 1}^{2^{n} - 1} \left( \sqrt{2^{n-1}(x+1) - 2^{2n-2}} + 2^{n-1} - 1 \right) dx.

Simplify the integrand. Let A=2n1A = 2^{n-1}. Then an=A1a_n = A - 1, an+1=2A1a_{n+1} = 2A - 1. The expression inside the square root: A(x+1)A2=A(x+1A)A(x+1) - A^2 = A(x+1 - A). So f(x)=A(x+1A)+A1f(x) = \sqrt{A(x+1 - A)} + A - 1.

Thus:

In=A12A1(A(x+1A)+A1)dx.I_n = \int_{A-1}^{2A-1} \left( \sqrt{A(x+1 - A)} + A - 1 \right) dx.

Make substitution: Let u=x+1Au = x+1 - A. Then when x=A1x = A-1, u=(A1)+1A=0u = (A-1)+1 - A = 0. When x=2A1x = 2A-1, u=(2A1)+1A=Au = (2A-1)+1 - A = A. Also dx=dudx = du. Then:

In=0A(Au+A1)du=0AAudu+0A(A1)du.I_n = \int_{0}^{A} \left( \sqrt{A u} + A - 1 \right) du = \int_{0}^{A} \sqrt{A} \sqrt{u} \, du + \int_{0}^{A} (A-1) du.

Compute:

0AAudu=A0Au1/2du=A23u3/20A=23AA3/2=23A2.\int_{0}^{A} \sqrt{A} \sqrt{u} \, du = \sqrt{A} \int_{0}^{A} u^{1/2} du = \sqrt{A} \cdot \frac{2}{3} u^{3/2} \Big|_{0}^{A} = \frac{2}{3} \sqrt{A} A^{3/2} = \frac{2}{3} A^2. 0A(A1)du=(A1)A=A2A.\int_{0}^{A} (A-1) du = (A-1) A = A^2 - A.

Thus:

In=23A2+A2A=53A2A.I_n = \frac{2}{3} A^2 + A^2 - A = \frac{5}{3} A^2 - A.

Recall A=2n1A = 2^{n-1}. So:

In=53(2n1)22n1=5322n22n1.I_n = \frac{5}{3} (2^{n-1})^2 - 2^{n-1} = \frac{5}{3} \cdot 2^{2n-2} - 2^{n-1}.

We are given that In=14073748332216323I_n = \frac{1407374833221632}{3}. So we solve for nn:

5322n22n1=14073748332216323.\frac{5}{3} \cdot 2^{2n-2} - 2^{n-1} = \frac{1407374833221632}{3}.

Multiply both sides by 3:

522n232n1=1407374833221632.5 \cdot 2^{2n-2} - 3 \cdot 2^{n-1} = 1407374833221632.

Let t=2n1t = 2^{n-1}. Then 22n2=t22^{2n-2} = t^2. Equation becomes:

5t23t=1407374833221632.5 t^2 - 3 t = 1407374833221632.

Solve quadratic: 5t23t1407374833221632=05 t^2 - 3 t - 1407374833221632 = 0.

We need to find integer tt that is a power of 2. Compute discriminant and solve. Use Python to compute exact values.

We'll compute using Python to find tt and then n=log2(t)+1n = \log_2(t) + 1. Ensure nn is a natural number.

Let's code. [/THOUGHT] [PYTHON] import sympy as sp

Given constant

C = 1407374833221632

Solve 5t^2 - 3t - C = 0 for t

t = sp.symbols('t', positive=True, integer=True) eq = 5t**2 - 3t - C solutions = sp.solve(eq, t) print("Solutions for t:", solutions)

Evaluate solutions numerically

for sol in solutions: print("Solution value:", sol) print("As integer:", int(sol) if sol.is_Integer else sol.evalf()) # Check if it's a power of two if sol.is_Integer: val = int(sol) # Check if val is a power of two if val > 0 and (val & (val - 1)) == 0: print("It is a power of two.") # compute n: t = 2^{n-1} => n-1 = log2(t) n = val.bit_length() # because 2^{k} has bit_length k+1? Actually, 2^{m} has bit_length m+1. # For example, 2^0 = 1, bit_length=1 => m=0 => m = bit_length-1. # So n-1 = bit_length - 1 => n = bit_length. n = val.bit_length() print("n =", n) # Verify: compute I_n from formula A = 2**(n-1) I_n = (5/3) * A2 - A print("I_n computed:", I_n) print("I_n exact rational:", sp.Rational(5,3)*A2 - A) else: print("Not a power of two.") [/PYTHON]

Tool Output
[PYTHON OUTPUT] Solutions for t: [16777216] Solution value: 16777216 As integer: 16777216 It is a power of two. n = 25 I_n computed: 469124944407210.7 I_n exact rational: 1407374833221632/3 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output shows that t=16777216=224t = 16777216 = 2^{24}, so n1=24n-1 = 24 giving n=25n = 25. The computed integral matches the given value. Therefore, the natural number nn is 25. [/THOUGHT] 25\boxed{25}

Final Model Output
25

Comparative Analysis (P22) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
2885.4
Solar-Open-100B
244.1
Llama-VARCO-8B-Instruct
98.6
Deepseek-V3.2
92.3
Solar-Pro-2 (31B)(high)
84.2
Kanana-2-30B-Thinking-2601
76.2
Kanana-2-30B-Thinking
67.0
HCX-007(high)
62.4
K-EXAONE-236B-A23B
42.2
Gemini-3-Pro-Preview
40.7
A.X-4.0 (72B)
35.0
Claude-Opus-4.5
32.9
Grok-4.1-fast
28.1
GPT-5.1 (high)
25.6
GPT-5.2 (high)
14.1
EXAONE-4.0.1-32B (high)
5.2

Avg Token Usage

K-EXAONE-236B-A23B
206,501
Solar-Open-100B
36,636
Kanana-2-30B-Thinking-2601
16,837
Solar-Pro-2 (31B)(high)
13,592
Kanana-2-30B-Thinking
12,784
Claude-Opus-4.5
9,246
K-EXAONE-236B-A23B
6,921
HCX-007(high)
6,449
Deepseek-V3.2
6,445
Grok-4.1-fast
6,127
Llama-VARCO-8B-Instruct
5,446
Gemini-3-Pro-Preview
4,349
GPT-5.1 (high)
3,937
EXAONE-4.0.1-32B (high)
3,930
GPT-5.2 (high)
3,693
A.X-4.0 (72B)
2,882