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◆ Physical review. E2026-07-01

Inefficiency of the block approximation in diploid probabilistic cellular automata.

Emilio N M Cirillo, Joram L Vliem, Dirk Schuricht, Cristian Spitoni

原始摘要(英文原文)· Original abstract
We study a probabilistic cellular automaton obtained as a mixture of the additive elementary rules 60 and 102. We prove that for any finite periodic lattice and for mixing parameter λ=1/2, the system almost surely reaches the absorbing all-zero configuration in finitely many steps. In addition, Monte Carlo simulations indicate as well the presence of a zero-density stationary state in a finite interval around λ=1/2. Despite this absorbing behavior, both mean-field and block-approximation schemes predict a stationary state with nonzero density. This failure highlights a fundamental limitation of finite-block approximation in capturing the global dynamics of probabilistic cellular automata.
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Inefficiency of the block approximation in diploid probabilistic cellular automata. — 科研速览 Science Skim