Problem Analysis #9

23.33s
3,838 toks
Problem Statement

Let AA be a 6$$\times$$ 6 matrix over F2\mathbb{F}_2, and let GG be a simple labeled graph on vertex set {1,2,3,4,5,6}\{1,2,3,4,5,6\}. Define Z(A){1,,6}Z(A)\subseteq\{1,\ldots,6\} to be the set of column indices whose columns in AA are all-zero.

Count the number of pairs (A,G)(A,G) such that

  • AA has no zero rows;

  • Z(A)=2|Z(A)|=2;

  • in GG, no vertex in Z(A)Z(A) is isolated;

  • GG has no edges with one endpoint in Z(A)Z(A) and the other in its complement.

Ground Truth
10487423040
Execution Trace
Reasoning Process

[THOUGHT] I will compute the number of 6x4 binary matrices with no zero rows and no zero columns using inclusion-exclusion, then multiply by the number of choices of which 2 columns are zero and the number of compatible graphs for each such choice. Finally, I’ll have Python compute the exact integer. [/THOUGHT] [PYTHON] import math

Count 6x4 0-1 matrices with no zero rows and no zero columns

m, n = 6, 4 N = 0 for i in range(m+1): for j in range(n+1): term = ((-1)**(i+j)) * math.comb(m, i) * math.comb(n, j) * (2 ** ((m-i)*(n-j))) N += term

print("N (6x4 matrices with no zero rows/columns):", N)

For each choice of Z(A) (size 2), number of graphs:

edges only inside Z and inside complement; Z of size 2 must have the edge between them;

Y of size 4 has any simple graph: 2^(4 choose 2) = 2^6

graphs_per_Z = 2**6

total_pairs = math.comb(6, 2) * N * graphs_per_Z print("Total pairs (A,G):", total_pairs) [/PYTHON]

Tool Output
[PYTHON OUTPUT] N (6x4 matrices with no zero rows/columns): 10924399 Total pairs (A,G): 10487423040 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] Using the verified Python computation, the total number of valid pairs ((A,G)) is 10487423040. [ \boxed{10487423040} ]

Final Model Output
10487423040

Comparative Analysis (P9) (Average across runs)

Avg Time Taken

Gemini-3-Pro-Preview
177.6
Deepseek-V3.2
56.2
Grok-4.1-fast
42.9
Claude-Opus-4.5
34.1
GPT-5.1 (high)
29.9

Avg Token Usage

Gemini-3-Pro-Preview
10036.3
Grok-4.1-fast
7434.3
Claude-Opus-4.5
6738.3
Deepseek-V3.2
5777.3
GPT-5.1 (high)
4158.0