TY - JOUR
T1 - Graph automata
T2 - Natural expression of self-reproduction
AU - Tomita, Kohji
AU - Kurokawa, Haruhisa
AU - Murata, Satoshi
PY - 2002/11/1
Y1 - 2002/11/1
N2 - A variety of models of self-reproduction process have been proposed since von Neumann initiated this field with his self-reproducing automata. Almost all of them are described within the framework of two-dimensional cellular automata. They are heavily dependent on or limited by the peculiar properties of the two-dimensional lattice spaces. But such properties are irrelevant to the essential nature of self-replication. In this paper, we introduce a new framework called "graph automata" to obtain a natural description of complicated spatio-temporal developmental processes such as self-reproduction. The most advantageous point of this methodology is that it is not restricted to particular lattice space. As an illustrative example, a self-reproduction of Turing machine, which requires very long description by conventional cellular automata, is shown in a simple and straightforward formulation. Graph automata provide a new tool to approach important scientific problems such as evolution of morphology, and also to give the basis of self-reproducing and self-repairing artifacts.
AB - A variety of models of self-reproduction process have been proposed since von Neumann initiated this field with his self-reproducing automata. Almost all of them are described within the framework of two-dimensional cellular automata. They are heavily dependent on or limited by the peculiar properties of the two-dimensional lattice spaces. But such properties are irrelevant to the essential nature of self-replication. In this paper, we introduce a new framework called "graph automata" to obtain a natural description of complicated spatio-temporal developmental processes such as self-reproduction. The most advantageous point of this methodology is that it is not restricted to particular lattice space. As an illustrative example, a self-reproduction of Turing machine, which requires very long description by conventional cellular automata, is shown in a simple and straightforward formulation. Graph automata provide a new tool to approach important scientific problems such as evolution of morphology, and also to give the basis of self-reproducing and self-repairing artifacts.
KW - Cellular automata
KW - Emergence
KW - Self-organization
KW - Self-reproduction
KW - Turing machine
UR - http://www.scopus.com/inward/record.url?scp=0036836880&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0036836880&partnerID=8YFLogxK
U2 - 10.1016/S0167-2789(02)00601-2
DO - 10.1016/S0167-2789(02)00601-2
M3 - Article
AN - SCOPUS:0036836880
SN - 0167-2789
VL - 171
SP - 197
EP - 210
JO - Physica D: Nonlinear Phenomena
JF - Physica D: Nonlinear Phenomena
IS - 4
ER -