Problem Analysis #18

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5,158 toks
Problem Statement

Let R\mathbb{R} denote the set of all real numbers. Let f:RRf: \mathbb{R} \to \mathbb{R} be a function such that f(x)>0f(x) > 0 for all xRx \in \mathbb{R}, and f(x+y)=f(x)f(y)f(x + y) = f(x)f(y) for all x,yRx, y \in \mathbb{R}.Let the real numbers a1,a2,,a50a_1, a_2, \ldots, a_{50} be in an arithmetic progression. If f(a31)=64f(a25)f(a_{31}) = 64f(a_{25}), andi=150f(ai)=3(225+1),\sum_{i=1}^{50} f(a_i) = 3(2^{25} + 1),find the value ofi=630f(ai).\sum_{i=6}^{30} f(a_i).\

Ground Truth
96
Execution Trace
Reasoning Process

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

Given:

  1. f:RRf: \mathbb{R} \to \mathbb{R} with f(x)>0f(x) > 0 for all xx
  2. f(x+y)=f(x)f(y)f(x + y) = f(x)f(y) for all x,yx, y

This functional equation with positive values means f(x)=ecxf(x) = e^{cx} for some constant cc, or equivalently f(x)=bxf(x) = b^x for some base b>0b > 0.

Let's say f(x)=bxf(x) = b^x for some b>0b > 0.

Since a1,a2,,a50a_1, a_2, \ldots, a_{50} are in arithmetic progression with common difference dd: ai=a1+(i1)da_i = a_1 + (i-1)d

So f(ai)=bai=ba1+(i1)d=ba1(bd)i1f(a_i) = b^{a_i} = b^{a_1 + (i-1)d} = b^{a_1} \cdot (b^d)^{i-1}

Let r=bdr = b^d and A=ba1=f(a1)A = b^{a_1} = f(a_1). Then f(ai)=Ari1f(a_i) = A \cdot r^{i-1}.

This means f(a1),f(a2),,f(a50)f(a_1), f(a_2), \ldots, f(a_{50}) form a geometric progression with first term AA and common ratio rr.

From f(a31)=64f(a25)f(a_{31}) = 64 f(a_{25}): Ar30=64Ar24A \cdot r^{30} = 64 \cdot A \cdot r^{24} r6=64=26r^6 = 64 = 2^6 r=2r = 2

From i=150f(ai)=3(225+1)\sum_{i=1}^{50} f(a_i) = 3(2^{25} + 1): Ar501r1=3(225+1)A \cdot \frac{r^{50} - 1}{r - 1} = 3(2^{25} + 1) A250121=3(225+1)A \cdot \frac{2^{50} - 1}{2 - 1} = 3(2^{25} + 1) A(2501)=3(225+1)A \cdot (2^{50} - 1) = 3(2^{25} + 1) A=3(225+1)2501=3(225+1)(2251)(225+1)=32251A = \frac{3(2^{25} + 1)}{2^{50} - 1} = \frac{3(2^{25} + 1)}{(2^{25} - 1)(2^{25} + 1)} = \frac{3}{2^{25} - 1}

Now I need to find i=630f(ai)\sum_{i=6}^{30} f(a_i): i=630f(ai)=Ai=630ri1=Aj=5292j=A25225121=A32(2251)\sum_{i=6}^{30} f(a_i) = A \cdot \sum_{i=6}^{30} r^{i-1} = A \cdot \sum_{j=5}^{29} 2^j = A \cdot 2^5 \cdot \frac{2^{25} - 1}{2 - 1} = A \cdot 32 \cdot (2^{25} - 1)

=3225132(2251)=332=96= \frac{3}{2^{25} - 1} \cdot 32 \cdot (2^{25} - 1) = 3 \cdot 32 = 96

Let me verify this with Python. [/THOUGHT] [PYTHON]

Let's verify the solution

r = 2 (common ratio)

r = 2

A = 3 / (2^25 - 1)

A = 3 / (2**25 - 1)

Verify sum from i=1 to 50

total_sum = sum(A * r**(i-1) for i in range(1, 51)) print(f"Sum from i=1 to 50: {total_sum}") print(f"Expected: 3*(2^25 + 1) = {3 * (2**25 + 1)}")

Verify f(a_31) = 64 * f(a_25)

f_a31 = A * r30 f_a25 = A * r24 print(f"f(a_31) / f(a_25) = {f_a31 / f_a25}") print(f"Expected: 64")

Calculate sum from i=6 to 30

sum_6_to_30 = sum(A * r**(i-1) for i in range(6, 31)) print(f"Sum from i=6 to 30: {sum_6_to_30}")

Let's also compute it symbolically

from sympy import *

A * sum of r^(i-1) for i from 6 to 30

= A * (r^5 + r^6 + ... + r^29)

= A * r^5 * (1 + r + ... + r^24)

= A * r^5 * (r^25 - 1) / (r - 1)

= A * 32 * (2^25 - 1) / 1

= (3 / (2^25 - 1)) * 32 * (2^25 - 1)

= 3 * 32 = 96

symbolic_result = Rational(3, 225 - 1) * 32 * (225 - 1) print(f"Symbolic result: {symbolic_result}") [/PYTHON]

Tool Output
[PYTHON OUTPUT] Sum from i=1 to 50: 100663299.0 Expected: 3*(2^25 + 1) = 100663299 f(a_31) / f(a_25) = 64.0 Expected: 64 Sum from i=6 to 30: 96.0 Symbolic result: 96 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python verification confirms all our calculations:

  1. The sum from i=1 to 50 equals 3(2^25 + 1) = 100663299 ✓
  2. f(a_31)/f(a_25) = 64 ✓
  3. The sum from i=6 to 30 equals 96 ✓

The answer is 96. [/THOUGHT]

\boxed{96}

Final Model Output
96

Comparative Analysis (P18) (Average across runs)

Avg Time Taken

Llama-VARCO-8B-Instruct
103.6
Gemini-3-Pro-Preview
52.0
Solar-Pro-2 (31B)(high)
48.8
Deepseek-V3.2
38.6
HCX-007(high)
32.0
A.X-4.0 (72B)
31.1
Grok-4.1-fast
27.7
Claude-Opus-4.5
22.0
GPT-5.1 (high)
17.3
EXAONE-4.0.1-32B (high)
5.7

Avg Token Usage

Solar-Pro-2 (31B)(high)
9405.0
Grok-4.1-fast
7425.0
Gemini-3-Pro-Preview
6113.0
Deepseek-V3.2
5286.0
Claude-Opus-4.5
5158.0
HCX-007(high)
4565.0
EXAONE-4.0.1-32B (high)
4213.0
Llama-VARCO-8B-Instruct
3600.0
GPT-5.1 (high)
3114.0
A.X-4.0 (72B)
2654.0