Problem Analysis #22

32.95s
9,246 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 thatanan+1f(x)dx=14073748332216323.\int_{a_n}^{a_{n+1}} f(x)\, dx = \frac{1407374833221632}{3}.oindent

Ground Truth
25
Execution Trace
Reasoning Process

[THOUGHT] Let me analyze this problem step by step.

First, let me understand the function f(x):

  • For 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

The sequence an=2n11a_n = 2^{n-1} - 1, so:

  • a1=201=0a_1 = 2^0 - 1 = 0
  • a2=211=1a_2 = 2^1 - 1 = 1
  • a3=221=3a_3 = 2^2 - 1 = 3
  • an=2n11a_n = 2^{n-1} - 1
  • an+1=2n1a_{n+1} = 2^n - 1

So the interval [an,an+1][a_n, a_{n+1}] is exactly [2n11,2n1][2^{n-1} - 1, 2^n - 1], which matches the domain where the formula for f(x) applies with parameter n.

Let me compute the integral anan+1f(x)dx\int_{a_n}^{a_{n+1}} f(x) dx.

For x[2n11,2n1]x \in [2^{n-1} - 1, 2^n - 1]: f(x)=2n1(x+1)22n2+2n11f(x) = \sqrt{2^{n-1}(x+1) - 2^{2n-2}} + 2^{n-1} - 1

Let me substitute u=x+1u = x + 1, so when x=2n11x = 2^{n-1} - 1, u=2n1u = 2^{n-1}, and when x=2n1x = 2^n - 1, u=2nu = 2^n.

f(x)=2n1u22n2+2n11=2n1(u2n1)+2n11f(x) = \sqrt{2^{n-1} \cdot u - 2^{2n-2}} + 2^{n-1} - 1 = \sqrt{2^{n-1}(u - 2^{n-1})} + 2^{n-1} - 1

Let me compute this integral using Python. [/THOUGHT] [PYTHON] from sympy import symbols, sqrt, integrate, simplify

n = symbols('n', positive=True, integer=True) x = symbols('x')

For the interval [2^(n-1) - 1, 2^n - 1]

f(x) = sqrt(2^(n-1)*(x+1) - 2^(2n-2)) + 2^(n-1) - 1

Let's compute the integral symbolically first for a specific n

def compute_integral(n_val): # f(x) = sqrt(2^(n-1)*(x+1) - 2^(2n-2)) + 2^(n-1) - 1 a = 2**(n_val - 1) # 2^(n-1) lower = 2**(n_val - 1) - 1 upper = 2**n_val - 1

# f(x) = sqrt(a*(x+1) - a^2) + a - 1
# = sqrt(a*(x+1-a)) + a - 1
# = sqrt(a) * sqrt(x+1-a) + a - 1

f_x = sqrt(a * (x + 1) - a**2) + a - 1

result = integrate(f_x, (x, lower, upper))
return simplify(result)

Test for small values of n

for n_val in range(1, 10): result = compute_integral(n_val) print(f"n = {n_val}: integral = {result}") [/PYTHON]

Tool Output
[PYTHON OUTPUT] n = 1: integral = 2/3 n = 2: integral = 14/3 n = 3: integral = 68/3 n = 4: integral = 296/3 n = 5: integral = 1232/3 n = 6: integral = 5024/3 n = 7: integral = 20288/3 n = 8: integral = 81536/3 n = 9: integral = 326912/3 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] I can see a pattern in the integrals. Let me find which n gives the value 1407374833221632/3.

Looking at the pattern:

  • n=1: 2/3
  • n=2: 14/3
  • n=3: 68/3
  • n=4: 296/3
  • n=5: 1232/3
  • n=6: 5024/3
  • n=7: 20288/3
  • n=8: 81536/3
  • n=9: 326912/3

The numerators are: 2, 14, 68, 296, 1232, 5024, 20288, 81536, 326912...

I need to find n such that the numerator equals 1407374833221632.

Let me check: 1407374833221632 is a very large number. Let me compute more values or find the pattern.

Looking at ratios: 14/2 = 7, 68/14 ≈ 4.86, 296/68 ≈ 4.35, 1232/296 ≈ 4.16, 5024/1232 ≈ 4.08...

The pattern seems to approach 4. Let me check if there's a formula. The numerator appears to follow a pattern like 22n1+2n22^{2n-1} + 2^n - 2 or similar.

Actually, let me verify: for n=1: 2^1 + 2^1 - 2 = 2 ✓ n=2: 2^3 + 2^2 - 2 = 8 + 4 - 2 = 10 ✗

Let me try another pattern. Looking at 2, 14, 68, 296, 1232:

  • 2 = 2
  • 14 = 2 + 12 = 2 + 4·3
  • 68 = 14 + 54 = 14 + 4·13.5...

Actually, the formula might be 22n+2n+1432=22n+1+2n+283\frac{2^{2n} + 2^{n+1} - 4}{3} \cdot 2 = \frac{2^{2n+1} + 2^{n+2} - 8}{3}

Let me just compute: 1407374833221632 = 2^{2n+1} + 2^{n+2} - 8 for some n.

1407374833221632 ≈ 1.4 × 10^15 ≈ 2^50

So 2n+1 ≈ 50, meaning n ≈ 25.

Let me verify: 2^51 = 2251799813685248, 2^50 = 1125899906842624

1407374833221632 - 2^50 = 281474926379008 2^48 = 281474976710656, close!

Actually 1407374833221632 = 2^50 + 2^48 - 8 = 1125899906842624 + 281474976710656 - 8 = 1407374883553272 ≠ 1407374833221632

Let me recalculate. The target numerator is 1407374833221632.

2^50 = 1125899906842624 1407374833221632 - 1125899906842624 = 281474926379008

2^48 = 281474976710656 281474926379008 is close to 2^48 but not exact.

Let me try n=25: 2^51 + 2^27 - 8 = 2251799813685248 + 134217728 - 8 = 2251799947902968 ≠ target

I need to run more Python to find the exact n. [/THOUGHT]

Actually, I need to run more code to find the answer. Let me continue.

[PYTHON] target = 1407374833221632

def compute_integral_numerator(n_val): from sympy import symbols, sqrt, integrate, simplify, Rational x = symbols('x') a = 2**(n_val - 1) lower = 2**(n_val - 1) - 1 upper = 2n_val - 1 f_x = sqrt(a * (x + 1) - a2) + a - 1 result = integrate(f_x, (x, lower, upper)) return simplify(result)

Binary search or direct computation

for n_val in range(20, 60): result = compute_integral_numerator(n_val) numerator = result * 3 print(f"n = {n_val}: numerator = {numerator}") if numerator == target: print(f"FOUND: n = {n_val}") break [/PYTHON]

Tool Output
[PYTHON OUTPUT] n = 20: numerator = 1374387961856 n = 21: numerator = 5497554993152 n = 22: numerator = 21990226264064 n = 23: numerator = 87960917639168 n = 24: numerator = 351843695722496 n = 25: numerator = 1407374833221632 FOUND: n = 25 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python computation confirms that when n = 25, the integral equals 1407374833221632/3, which matches the target value exactly. [/THOUGHT]

\boxed{25}

Final Model Output
25

Comparative Analysis (P22) (Average across runs)

Avg Time Taken

Llama-VARCO-8B-Instruct
98.6
Deepseek-V3.2
92.3
Solar-Pro-2 (31B)(high)
84.2
HCX-007(high)
62.4
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
EXAONE-4.0.1-32B (high)
5.2

Avg Token Usage

Solar-Pro-2 (31B)(high)
13592.0
Claude-Opus-4.5
9246.0
HCX-007(high)
6449.0
Deepseek-V3.2
6445.0
Grok-4.1-fast
6127.0
Llama-VARCO-8B-Instruct
5446.0
Gemini-3-Pro-Preview
4349.0
GPT-5.1 (high)
3937.0
EXAONE-4.0.1-32B (high)
3930.0
A.X-4.0 (72B)
2882.0