Problem Analysis #7

45.22s
6,455 toks
Problem Statement

Let

G=(1000122010011100102120001201)G = \begin{pmatrix} 1 & 0 & 0 & 0 & 1 & 2 & 2 \\ 0 & 1 & 0 & 0 & 1 & 1 & 1 \\ 0 & 0 & 1 & 0 & 2 & 1 & 2 \\ 0 & 0 & 0 & 1 & 2 & 0 & 1 \end{pmatrix}

be a generator matrix of a ternary linear code CF37C \subset \mathbb{F}_3^7. It is known that the order of the group of monomial automorphisms of CC is 24. How many generator matrices produce codes that are monomially equivalent to C\mathcal{C}?\

Ground Truth
652138905600
Execution Trace
Reasoning Process

The problem asks for the number of generator matrices that generate codes monomially equivalent to a specific ternary linear code CC.

The logic is as follows:

  1. Count the number of codes monomially equivalent to CC: Let Cequiv\mathcal{C}_{equiv} be the set of codes monomially equivalent to CC. This is the orbit of CC under the action of the monomial group Mn(Fq)M_n(\mathbb{F}_q). The size of the orbit is given by the Orbit-Stabilizer Theorem: [ |\mathcal{C}_{equiv}| = \frac{|M_n(\mathbb{F}_q)|}{|Aut(C)|} ] Here, n=7n=7 and q=3q=3. The monomial group M7(F3)M_7(\mathbb{F}_3) has size n!(q1)n=7!27n! (q-1)^n = 7! \cdot 2^7. The problem states that the order of the monomial automorphism group of CC is Aut(C)=24|Aut(C)| = 24.

  2. Count the number of generator matrices for each code: For a fixed linear code CC' of dimension kk, the number of generator matrices is the number of ordered bases of CC'. This is equal to the size of the general linear group GLk(Fq)GL_k(\mathbb{F}_q). Here, k=4k=4 and q=3q=3. The size is GL4(3)=(341)(343)(3432)(3433)|GL_4(3)| = (3^4 - 1)(3^4 - 3)(3^4 - 3^2)(3^4 - 3^3).

  3. Total number of generator matrices: Since every code in Cequiv\mathcal{C}_{equiv} has the same dimension, the total number of generator matrices is: [ N = |\mathcal{C}_{equiv}| \times |GL_4(3)| ]

I will perform the calculation using Python.

[PYTHON] import math

Constants

n = 7 k = 4 q = 3 aut_c_order = 24

Size of Monomial Group M_n(F_q) = n! * (q-1)^n

monomial_group_size = math.factorial(n) * (q - 1)**n

Number of equivalent codes = |M_n| / |Aut(C)|

num_equiv_codes = monomial_group_size // aut_c_order

Size of GL_k(F_q) = Product_{i=0 to k-1} (q^k - q^i)

gl_k_size = 1 for i in range(k): gl_k_size *= (qk - qi)

Total generator matrices

total_matrices = num_equiv_codes * gl_k_size

print(f"{monomial_group_size=}") print(f"{num_equiv_codes=}") print(f"{gl_k_size=}") print(f"{total_matrices=}") [/PYTHON] [THOUGHT] The code calculated the values:

  • Monomial group size: 7!×27=5040×128=6451207! \times 2^7 = 5040 \times 128 = 645120.
  • Number of equivalent codes: 645120/24=26880645120 / 24 = 26880.
  • Size of GL4(3)GL_4(3): (80)(78)(72)(54)=24261120(80)(78)(72)(54) = 24261120.
  • Total matrices: 26880×24261120=65213890560026880 \times 24261120 = 652138905600.

The logic holds. The number of generator matrices producing codes monomially equivalent to CC is the number of such codes times the number of bases per code.

Final Answer seems to be 652138905600. [/THOUGHT]

\boxed{652138905600}

Tool Output
[PYTHON OUTPUT] monomial_group_size=645120 num_equiv_codes=26880 gl_k_size=24261120 total_matrices=652138905600 [/PYTHON OUTPUT]
Reasoning Process

The number of codes monomially equivalent to CC is given by the size of the orbit of CC under the monomial group action. The size of the monomial group Mn(Fq)M_n(\mathbb{F}_q) for n=7n=7 and q=3q=3 is: [ |M_7(\mathbb{F}_3)| = 7! \times (3-1)^7 = 5040 \times 128 = 645120 ] Given that the order of the automorphism group of CC is 24, the number of distinct codes monomially equivalent to CC is: [ \frac{|M_7(\mathbb{F}_3)|}{|\text{Aut}(C)|} = \frac{645120}{24} = 26880 ] Each such code is a subspace of dimension k=4k=4. The number of generator matrices for a specific code of dimension kk is the number of ordered bases for that code, which is equal to the order of the general linear group GLk(Fq)GL_k(\mathbb{F}_q). For k=4k=4 and q=3q=3: [ |GL_4(3)| = (3^4 - 1)(3^4 - 3)(3^4 - 3^2)(3^4 - 3^3) = (80)(78)(72)(54) = 24261120 ] The total number of generator matrices producing codes monomially equivalent to CC is the product of the number of such codes and the number of generator matrices per code: [ 26880 \times 24261120 = 652138905600 ]

\boxed{652138905600}

Final Model Output
652138905600

Comparative Analysis (P7) (Average across runs)

Avg Time Taken

Qwen3-30B-A3B-2507
1905.6
Gemma-3-27B
873.1
Deepseek-R1-distill-Qwen-32B (high)
168.1
Gemini-3-Pro-Preview
76.1
EXAONE-4.0.1-32B (high)
74.4
Grok-4.1-fast
71.4
GPT-oss-20B (high)
56.1
Solar-Pro-2 (31B)(high)
55.1
Deepseek-V3.2
41.8
HCX-007(high)
35.0
GPT-5.1 (high)
25.1
Llama-VARCO-8B-Instruct
24.7
Claude-Opus-4.5
17.4
A.X-4.0 (72B)
13.5

Avg Token Usage

Gemini-3-Pro-Preview
13535.7
Grok-4.1-fast
11559.7
Qwen3-30B-A3B-2507
10081.0
Solar-Pro-2 (31B)(high)
9138.0
GPT-oss-20B (high)
8720.3
Deepseek-V3.2
5870.7
HCX-007(high)
5705.3
Deepseek-R1-distill-Qwen-32B (high)
4983.0
EXAONE-4.0.1-32B (high)
4507.3
Claude-Opus-4.5
4192.7
GPT-5.1 (high)
4129.3
Llama-VARCO-8B-Instruct
3571.3
A.X-4.0 (72B)
3021.3
Gemma-3-27B
2368.7