InterJournal Complex Systems, 42
Status: Accepted
Manuscript Number: [42]
Submission Date: 963011
Genetic algorithms on structurally dynamic lattices
Author(s): Paul Halpern

Subject(s): CX.07

Category: Brief Article

Abstract:

We introduce a new type of genetic algorithm (GA) model that consists of a lattice, a group of organisms (one to each lattice site) and a set of dynamical rules. These rules govern crossover and mutation of the organisms, as well as alterations in the lattice structure. The lattice and its dynamical rules belong to a class of objects known as topological cellular automata (TCA).

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