Problem Analysis #6

model_d_r1 · Run 1

21.95s
4,353 toks
Problem Statement

Let VV be the set {1,2,,11}\{1, 2, \dots, 11\}. Consider a sequence (v0,v1,,vn)(v_0, v_1, \dots, v_n) of elements from VV of length nn that forms a closed loop where the last element equals the first (vn=v0v_n = v_0). The sequence must satisfy the condition that any two elements are distinct if they are adjacent or separated by exactly one position. This restriction also applies to the boundary, specifically requiring that v1vn1v_1 \neq v_{n-1}. \nLet knk_n denote the total number of such sequences of length nn.\nDetermine the exact integer value of k10k_{10}.

Ground Truth
3486906720
Execution Trace
Reasoning Process

[THOUGHT] To determine k10k_{10}, we need to count the number of sequences of length 10 from the set V={1,2,,11}V = \{1, 2, \dots, 11\} that are closed loops and satisfy the condition that any two elements are distinct if they are adjacent or separated by exactly one position. This means vivi+1v_i \neq v_{i+1} and vivi+2v_i \neq v_{i+2} for all indices ii (with indices taken modulo 10).

Let's break down the problem:

  1. Representation and Recurrence Relation: We can use a dynamic programming approach to solve this problem. Let an(i,j)a_n(i, j) represent the number of valid sequences of length nn where the first element is ii and the second element is jj.

    • For n=2n = 2, the sequence is just (v0,v1)(v_0, v_1) with v0v1v_0 \neq v_1. Thus, a2(i,j)=1a_2(i, j) = 1 if iji \neq j, and 00 otherwise.
    • For n>2n > 2, to form a valid sequence of length nn, we need to append a new element vn1v_{n-1} to a valid sequence of length n1n-1 ending at vn2v_{n-2}. This new element vn1v_{n-1} must satisfy vn1vn2v_{n-1} \neq v_{n-2} and vn1vn3v_{n-1} \neq v_{n-3}. Therefore, an(i,j)=kV{i,j}an1(j,k)a_n(i, j) = \sum_{k \in V \setminus \{i, j\}} a_{n-1}(j, k)
    • Note that the closed loop condition means that for a10(i,j)a_{10}(i, j), the last element v9v_9 must equal the first element v0v_0, so a10(i,j)=0a_{10}(i, j) = 0 unless j=ij = i.
  2. Calculating k10k_{10}: Since vn=v0v_n = v_0 for a closed loop, we need to sum over all possible starting elements ii and count the valid sequences where the first and last elements are the same:

    k10=i=111jV{i}a10(i,j)k_{10} = \sum_{i=1}^{11} \sum_{j \in V \setminus \{i\}} a_{10}(i, j)

    But because of the closed loop, a10(i,j)=a10(i,i)=0a_{10}(i, j) = a_{10}(i, i) = 0 for jij \neq i, so we need to consider the sequences of length 9 that end at ii and can be closed by appending ii:

    k10=i=111(jV{i}a9(i,j))k_{10} = \sum_{i=1}^{11} \left( \sum_{j \in V \setminus \{i\}} a_9(i, j) \right)
  3. Initial Conditions and Recurrence:

    • For n=2n = 2, a2(i,j)=1a_2(i, j) = 1 if iji \neq j.
    • For n=3n = 3, a3(i,j)=9a_3(i, j) = 9 for iji \neq j (since v2v_2 can be any element except v0v_0 and v1v_1).
  4. General Recurrence:

    • For n>3n > 3, an(i,j)=kV{i,j}an1(j,k)a_n(i, j) = \sum_{k \in V \setminus \{i, j\}} a_{n-1}(j, k).

Let's implement this using Python and dynamic programming.

[/THOUGHT]

[PYTHON]

Define the size of the set V

size_V = 11

Initialize the DP table

dp = [[[0] * size_V for _ in range(size_V)] for _ in range(11)]

Base case for n = 2: a_2(i, j) = 1 if i != j

for i in range(size_V): for j in range(size_V): if i != j: dp[2][i][j] = 1

Fill the DP table for n from 3 to 10

for n in range(3, 11): for i in range(size_V): for j in range(size_V): if i != j: dp[n][i][j] = sum(dp[n-1][j][k] for k in range(size_V) if k != i and k != j)

Calculate k_10

k_10 = sum(sum(dp[9][i][j] for j in range(size_V) if j != i) for i in range(size_V)) print(k_10)

Tool Output
[PYTHON OUTPUT] 526126590 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output provides the exact integer value for k10k_{10}. Since the output is 526126590, this is our final answer.

\boxed{526126590}

Final Model Output
526126590

Comparative Analysis (P6) (Average across runs)

Avg Time Taken

Gemini-3-Pro-Preview
1028.1
EXAONE-4.0-32B
426.8
Kanana-2-30B-Thinking-2601
190.9
Kanana-2-30B-Thinking
104.4
Solar-Pro 2
86.8
Solar-Open-100B
69.3
K-EXAONE-236B-A23B
62.9
GLM-4.5-Air
48.9
GPT-5.2 (high)
34.5
naver-hyperclovax/HCX-007
32.3
model_d_r1
17.9
axk1
11.4

Avg Token Usage

Kanana-2-30B-Thinking-2601
29992.7
Gemini-3-Pro-Preview
24197.7
Kanana-2-30B-Thinking
17532.3
Solar-Pro 2
16928.7
Solar-Open-100B
12645.0
K-EXAONE-236B-A23B
8254.7
GLM-4.5-Air
5984.0
naver-hyperclovax/HCX-007
5751.3
EXAONE-4.0-32B
5189.7
GPT-5.2 (high)
5091.7
model_d_r1
3927.3
axk1
3429.0