Problem Analysis #8

Solar-Pro 2 · Run 1

84.59s
16,485 toks
Problem Statement

For two vectors u,vZqn\mathbf{u}, \mathbf{v}\in\mathbb{Z}_q^n, the Fixed Length Levenshtein distance between u\mathbf{u} and v\mathbf{v} is defined as the smallest number tt such that u\mathbf{u} can be transformed to v\mathbf{v} through tt deletions and tt insertions. \nFind the maximum size of the balls of radius 11 in Z2100\mathbb{Z}_2^{100} centered at xZ2100\mathbf{x}\in\mathbb{Z}_2^{100}.

Ground Truth
8736
Execution Trace
Reasoning Process

[THOUGHT] To determine the maximum size of the balls of radius 1 in Z2100\mathbb{Z}_2^{100} under the Fixed Length Levenshtein distance, we consider the operations allowed: one deletion and one insertion. Each operation is defined by a deletion position ii, an insertion position jj, and an inserted bit b{0,1}b \in \{0, 1\}.

For a vector xZ2100\mathbf{x} \in \mathbb{Z}_2^{100}, the ball of radius 1 includes:

  1. The original vector x\mathbf{x} (t=0).
  2. All vectors reachable by one deletion and one insertion (t=1).

The total number of possible operations for t=1 is 100×100×2=20,000100 \times 100 \times 2 = 20,000. However, some operations may produce the same vector. The maximum size occurs when overlaps are minimized.

Key observations:

  • Deleting position ii and inserting bb at position j=ij=i is equivalent to flipping the bit at position ii. There are 100×2=200100 \times 2 = 200 such operations, but they produce 100100 distinct vectors (each bit flip).
  • For jij \neq i, inserting bb at position jj after deleting ii can produce unique vectors if x\mathbf{x} is chosen such that no two operations yield the same result. This contributes 100×99×2=19,800100 \times 99 \times 2 = 19,800 operations. However, some of these may overlap with the bit flips or each other.

To maximize the number of distinct vectors, we assume that each operation (except those producing the original vector) results in a unique vector. The original vector is produced 100100 times (deleting ii and inserting the original bit at ii). Thus, the number of distinct vectors from t=1 operations is 20,000100=19,90020,000 - 100 = 19,900. Adding the original vector gives a total size of 19,900+1=19,90119,900 + 1 = 19,901.

However, upon closer analysis, the maximum distinct vectors from t=1 operations are actually 100×100×2100=19,900100 \times 100 \times 2 - 100 = 19,900 (subtracting overlaps where the original vector is reproduced). Adding the original vector results in a ball size of 19,90119,901.

But considering the structure of Z2100\mathbb{Z}_2^{100} and the nature of deletions/insertions, the correct maximum size is derived by recognizing that each deletion and insertion can uniquely alter the vector when the center x\mathbf{x} is chosen to minimize overlaps. The formula for the maximum size is 100×100×2100+1=19,901100 \times 100 \times 2 - 100 + 1 = 19,901.

[PYTHON]

The calculation is based on the reasoning above.

The maximum size is 1001002 (all possible operations) minus 100 (overlaps producing the original vector) plus 1 (the original vector itself).

max_size = 100 * 100 * 2 - 100 + 1 print(max_size) [/PYTHON]

19901\boxed{19901}

Tool Output
[PYTHON OUTPUT] 19901 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms the calculation: 1001002 (all possible operations) minus 100 (overlaps producing the original vector) plus 1 (the original vector itself) yields 19,901. This is the maximum distinct vectors achievable under the Fixed Length Levenshtein distance with radius 1. 19901\boxed{19901}

Final Model Output
19901

Comparative Analysis (P8) (Average across runs)

Avg Time Taken

Gemini-3-Pro-Preview
281.3
K-EXAONE-236B-A23B
267.7
Solar-Open-100B
197.1
GPT-5.2 (high)
146.1
Kanana-2-30B-Thinking
112.4
Solar-Pro 2
88.0
Kanana-2-30B-Thinking-2601
31.6
HCX-007
25.8
GLM-4.5-Air
24.2
EXAONE-4.0-32B
3.4

Avg Token Usage

K-EXAONE-236B-A23B
52939.7
Gemini-3-Pro-Preview
46314.3
Solar-Open-100B
29632.0
Solar-Pro 2
16975.7
Kanana-2-30B-Thinking
15621.3
GPT-5.2 (high)
11533.7
Kanana-2-30B-Thinking-2601
7837.7
GLM-4.5-Air
4556.7
HCX-007
3606.0
EXAONE-4.0-32B
3151.3