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EN
The aim of this paper is the development of foundations for evolutionary computations. To achieve this goal, a mathematical model of evolutionary automata is introduced and studied. The main classes of evolutionary automata considered in this paper are evolutionary Turing machines and evolutionary inductive Turing machines. Various subclasses and modes of evolutionary computation are defined. Problems of existence of universal objects in these classes are explored. Relations between Turing machines, inductive Turing machines, evolutionary Turing machines, and evolutionary inductive Turing machines are investigated.
EN
In this paper three models of polymorphic viruses are presented. These models had to capture self-reproduction, evolution and damaging payload of polymorphic viruses. They have been derived using a formal model of Evolutionary Computation the Evolutionary Turing Machine, cellular space models, and the $-calculus process algebra for problem solving. Some preliminary results associated with these models are discussed.
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