Problem Analysis #1

44.02s
6,648 toks
Problem Statement

Let CC be the binary linear code

C={(a1,a1,a2,a2,,a8,a8)F216:aiF2}.C=\{(a_1,a_1,a_2,a_2,\dots,a_8,a_8)\in\mathbb{F}_2^{16} : a_i\in\mathbb{F}_2\}.

How many binary linear codes are there which are equivalent (under coordinate permutations) to CC?

Ground Truth
2027025
Execution Trace
Reasoning Process

The code CC is the subspace of F216\mathbb{F}_2^{16} consisting of all vectors where the coordinates in the pairs {1,2},{3,4},,{15,16}\{1,2\}, \{3,4\}, \dots, \{15,16\} are equal. This code is generated by the basis vectors b1,,b8b_1, \dots, b_8, where bib_i has 1s at positions 2i12i-1 and 2i2i, and 0s elsewhere.

The group of coordinate permutations is the symmetric group S16S_{16}. Two codes are equivalent if one can be obtained from the other by applying a permutation σS16\sigma \in S_{16} to the coordinates. The number of distinct codes equivalent to CC is the index of the automorphism group of CC in S16S_{16}, i.e., S16/Aut(C)|S_{16}| / |\text{Aut}(C)|.

The automorphism group Aut(C)\text{Aut}(C) consists of all permutations σS16\sigma \in S_{16} such that σ(C)=C\sigma(C) = C. Since CC is the set of vectors constant on the pairs P1,,P8P_1, \dots, P_8 (where Pi={2i1,2i}P_i = \{2i-1, 2i\}), any automorphism must map this set of pairs to itself. Specifically:

  1. The pairs P1,,P8P_1, \dots, P_8 can be permuted among themselves. There are 8!8! such permutations.
  2. Within each pair PiP_i, the two elements can be swapped or left alone. There are 282^8 such combinations. Thus, Aut(C)=288!|\text{Aut}(C)| = 2^8 \cdot 8!.

The number of equivalent codes is: [ \frac{|S_{16}|}{|\text{Aut}(C)|} = \frac{16!}{2^8 \cdot 8!} ] This is equal to the product of odd integers from 1 to 15, also known as the double factorial 15!!15!!.

[PYTHON] import math

def double_factorial(n): if n <= 0: return 1 return n * double_factorial(n - 2)

Calculate 16! / (2^8 * 8!)

numerator = math.factorial(16) denominator = (2**8) * math.factorial(8) result = numerator // denominator

print(f"{numerator=}") print(f"{denominator=}") print(f"{result=}")

Verify with double factorial

result_df = double_factorial(15) print(f"{result_df=}") [/PYTHON] [THOUGHT] The calculated value is 2027025. The logic holds: the number of equivalent codes corresponds to the number of ways to partition the set of 16 coordinates into 8 pairs. The formula is 16!288!=2027025\frac{16!}{2^8 8!} = 2027025. [/THOUGHT]

\boxed{2027025}

Tool Output
[PYTHON OUTPUT] numerator=20922789888000 denominator=10321920 result=2027025 result_df=2027025 [/PYTHON OUTPUT]
Reasoning Process

The number of binary linear codes equivalent to (C) is the number of ways to partition the set of 16 coordinate positions into 8 unordered pairs. This is given by the formula: [ \frac{16!}{8! \cdot 2^8} = 15 \times 13 \times 11 \times 9 \times 7 \times 5 \times 3 \times 1 = 2027025 ]

\boxed{2027025}

Final Model Output
2027025

Comparative Analysis (P1) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
171.0
Solar-Open-100B
60.6
Gemini-3-Pro-Preview
50.2
Kanana-2-30B-Thinking-2601
39.1
Kanana-2-30B-Thinking
33.8
naver-hyperclovax/HCX-007
24.0
Solar-Pro 2
21.7
GLM-4.5-Air
17.0
GPT-5.2 (high)
15.3
model_d_r1
8.3
axk1
5.1
EXAONE-4.0-32B
4.2

Avg Token Usage

Solar-Open-100B
10335.3
Kanana-2-30B-Thinking-2601
7969.3
Gemini-3-Pro-Preview
7038.0
K-EXAONE-236B-A23B
6654.7
Kanana-2-30B-Thinking
6208.0
Solar-Pro 2
5698.3
EXAONE-4.0-32B
3295.0
GPT-5.2 (high)
2904.0
naver-hyperclovax/HCX-007
2848.3
model_d_r1
2757.7
GLM-4.5-Air
2691.3
axk1
2440.3