Error-Prone Cellular Automata as Metaphors of Immunity as Computation
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作者:
Cassiano, Katia K.
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Univ Fed Rio de Janeiro, COPPE, Programa Engn Sistemas & Computacao, Caixa Postal 68511, BR-21941972 Rio De Janeiro, RJ, BrazilUniv Fed Rio de Janeiro, COPPE, Programa Engn Sistemas & Computacao, Caixa Postal 68511, BR-21941972 Rio De Janeiro, RJ, Brazil
Cassiano, Katia K.
[1
]
Barbosa, Valmir C.
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机构:
Univ Fed Rio de Janeiro, COPPE, Programa Engn Sistemas & Computacao, Caixa Postal 68511, BR-21941972 Rio De Janeiro, RJ, BrazilUniv Fed Rio de Janeiro, COPPE, Programa Engn Sistemas & Computacao, Caixa Postal 68511, BR-21941972 Rio De Janeiro, RJ, Brazil
Barbosa, Valmir C.
[1
]
机构:
[1] Univ Fed Rio de Janeiro, COPPE, Programa Engn Sistemas & Computacao, Caixa Postal 68511, BR-21941972 Rio De Janeiro, RJ, Brazil
We investigate the use of cellular automata (CAs) as the core abstraction supporting the perspective of immunity as computation, that is, of immunity as the process of computing the state of the body so that protection can be effected, as well as boosted through learning. We associate each basin of cellular automaton (CA) evolution with a consistent set of body states and introduce perturbations to the CA rule allowing transitions between basins. Even for elementary CAs, there are rules for which these perturbed variations display remarkable resiliency in terms of basin occupation. For these rules, the long-run probability that the CA is found in a given basin is practically the same as in the deterministic case when the initial CA state is chosen uniformly at random.
机构:
Charles Univ Prague, Dept Probabil & Math Stat, Fac Math & Phys, Prague 18675, Czech RepublicCharles Univ Prague, Dept Probabil & Math Stat, Fac Math & Phys, Prague 18675, Czech Republic