聖塔非研究所

摘要 We study 細胞自動機 where the state at each site is de

1997 · 已發表論文 · 更新 2026/08/30 下午12:48

摘要 We study 細胞自動機 where the state at each site is decided by a majority vote of the sites in its neighborhood. These are equivalent, for a restricted set of initial conditions, to nonzero pr…

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論文資訊

  • 類型:已發表論文
  • 日期:1997

摘要

We study 細胞自動機 where the state at each site is decided by a majority vote of the sites in its neighborhood. These are equivalent, for a restricted set of initial conditions, to nonzero probability transitions in single spin-flip dynamics of the Ising模型 at zero temperature. We show that in three or more dimensions these systems can simulate Boolean circuits of AND and OR gates, and are therefore P-complete. That is, predicting their state t time-steps in the future is at least as hard as any other problem that takes polynomial time on a serial computer. Therefore, unless a widely believed conjecture in computer science is false, it is impossible even with parallel computation to predict majority-vote 細胞自動機, or zero-temperature single spin-flip Ising dynamics, qualitatively faster than by ex

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