Problem Analysis #18

Grok-4.1-fast · Run 1

27.71s
7,425 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}), and

i=150f(ai)=3(225+1),\sum_{i=1}^{50} f(a_i) = 3(2^{25} + 1),

find the value of

i=630f(ai).\sum_{i=6}^{30} f(a_i).

\

Ground Truth
96
Execution Trace
Reasoning Process

[THOUGHT] The function ff satisfies f(x+y)=f(x)f(y)f(x+y)=f(x)f(y) and f(x)>0f(x)>0, so f(x)=ekxf(x) = e^{kx} for some kk. The sequence ai=a+(i1)da_i = a + (i-1)d is arithmetic. Then f(ai)=f(a)[f(d)]i1f(a_i) = f(a) \cdot [f(d)]^{i-1}. Let c=f(a)c = f(a), r=f(d)r = f(d).

From f(a31)=64f(a25)f(a_{31}) = 64 f(a_{25}), f(a+30d)=64f(a+24d)f(a + 30d) = 64 f(a + 24d), so f(6d)=64=26f(6d) = 64 = 2^6. Thus r6=26r^6 = 2^6, so r=2r = 2 (since r>0r > 0).

Hence f(ai)=c2i1f(a_i) = c \cdot 2^{i-1}.

The total sum i=150f(ai)=c(2501)=3(225+1)\sum_{i=1}^{50} f(a_i) = c (2^{50} - 1) = 3(2^{25} + 1), so c=3(225+1)/(2501)c = 3(2^{25} + 1)/(2^{50} - 1).

Note 2501=(2251)(225+1)2^{50} - 1 = (2^{25} - 1)(2^{25} + 1), so c=3/(2251)c = 3 / (2^{25} - 1).

Now i=630f(ai)=ck=5292k=c25(2251)=c32(2251)=[3/(2251)]32(2251)=332=96\sum_{i=6}^{30} f(a_i) = c \sum_{k=5}^{29} 2^k = c \cdot 2^5 (2^{25} - 1) = c \cdot 32 \cdot (2^{25} - 1) = [3 / (2^{25} - 1)] \cdot 32 \cdot (2^{25} - 1) = 3 \cdot 32 = 96.

To verify with Python using integer arithmetic: [/THOUGHT] [PYTHON] p = 225 numer = 3 * (p + 1) * 32 * (p - 1) denom = p2 - 1 print(numer // denom) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 96 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms the sum is 96. [/THOUGHT] 96\boxed{96}

Explanation

The reasoning follows these logical steps based on the problem's properties:

  1. The functional equation f(x+y)=f(x)f(y)f(x + y) = f(x)f(y) with f(x)>0f(x) > 0 implies f(x)=ekxf(x) = e^{kx} for some constant kk, so f(ai)f(a_i) forms a geometric sequence for the arithmetic progression ai=a+(i1)da_i = a + (i-1)d.

  2. Specifically, f(ai)=cri1f(a_i) = c \cdot r^{i-1}, where c=f(a)c = f(a) and r=f(d)>0r = f(d) > 0.

  3. From f(a31)=64f(a25)f(a_{31}) = 64 f(a_{25}), substitute indices: f(a+30d)=64f(a+24d)f(a + 30d) = 64 f(a + 24d), so f(6d)=64=26f(6d) = 64 = 2^6. Thus, r6=26r^6 = 2^6, and since r>0r > 0, r=2r = 2.

  4. Therefore, f(ai)=c2i1f(a_i) = c \cdot 2^{i-1}.

  5. The given sum i=150f(ai)=ci=0492i=c(2501)=3(225+1)\sum_{i=1}^{50} f(a_i) = c \sum_{i=0}^{49} 2^i = c (2^{50} - 1) = 3(2^{25} + 1).

  6. Factorize: 2501=(2251)(225+1)2^{50} - 1 = (2^{25} - 1)(2^{25} + 1), so c=3(225+1)(2251)(225+1)=32251c = \frac{3(2^{25} + 1)}{(2^{25} - 1)(2^{25} + 1)} = \frac{3}{2^{25} - 1}.

  7. Now compute i=630f(ai)=ci=6302i1=ck=5292k=c25(2251)=c32(2251)\sum_{i=6}^{30} f(a_i) = c \sum_{i=6}^{30} 2^{i-1} = c \sum_{k=5}^{29} 2^k = c \cdot 2^5 (2^{25} - 1) = c \cdot 32 (2^{25} - 1).

  8. Substitute cc: 3225132(2251)=332=96\frac{3}{2^{25} - 1} \cdot 32 (2^{25} - 1) = 3 \cdot 32 = 96.

  9. Python verification used integer arithmetic: p = 2**25; numer = 3 * (p + 1) * 32 * (p - 1); denom = p**2 - 1; print(numer // denom), yielding 96, confirming the result.

Final Model Output
96

Comparative Analysis (P18) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
302.6
Llama-VARCO-8B-Instruct
103.6
Gemini-3-Pro-Preview
52.0
Solar-Pro-2 (31B)(high)
48.8
Deepseek-V3.2
38.6
K-EXAONE-236B-A23B
36.3
Kanana-2-30B-Thinking
32.6
HCX-007(high)
32.0
A.X-4.0 (72B)
31.1
Solar-Open-100B
29.4
Grok-4.1-fast
27.7
Claude-Opus-4.5
22.0
Kanana-2-30B-Thinking-2601
20.4
GPT-5.1 (high)
17.3
GPT-5.2 (high)
12.7
EXAONE-4.0.1-32B (high)
5.7

Avg Token Usage

K-EXAONE-236B-A23B
32,979
Solar-Pro-2 (31B)(high)
9,405
Grok-4.1-fast
7,425
Kanana-2-30B-Thinking
7,018
Solar-Open-100B
6,748
Gemini-3-Pro-Preview
6,113
Kanana-2-30B-Thinking-2601
6,034
K-EXAONE-236B-A23B
5,804
Deepseek-V3.2
5,286
Claude-Opus-4.5
5,158
HCX-007(high)
4,565
EXAONE-4.0.1-32B (high)
4,213
Llama-VARCO-8B-Instruct
3,600
GPT-5.1 (high)
3,114
GPT-5.2 (high)
2,910
A.X-4.0 (72B)
2,654