TY - JOUR
T1 - On the complexity of two-dimensional signed majority cellular automata
AU - Goles, Eric
AU - Montealegre, Pedro
AU - Perrot, Kévin
AU - Theyssier, Guillaume
N1 - Publisher Copyright:
© 2017 Elsevier Inc.
PY - 2018/2
Y1 - 2018/2
N2 - We study the complexity of signed majority cellular automata on the planar grid. We show that, depending on their symmetry and uniformity, they can simulate different types of logical circuitry under different modes. We use this to establish new bounds on their overall complexity, concretely: the uniform asymmetric and the non-uniform symmetric rules are Turing universal and have a P-complete prediction problem; the non-uniform asymmetric rule is intrinsically universal; no symmetric rule can be intrinsically universal. We also show that the uniform asymmetric rules exhibit cycles of super-polynomial length, whereas symmetric ones are known to have bounded cycle length.
AB - We study the complexity of signed majority cellular automata on the planar grid. We show that, depending on their symmetry and uniformity, they can simulate different types of logical circuitry under different modes. We use this to establish new bounds on their overall complexity, concretely: the uniform asymmetric and the non-uniform symmetric rules are Turing universal and have a P-complete prediction problem; the non-uniform asymmetric rule is intrinsically universal; no symmetric rule can be intrinsically universal. We also show that the uniform asymmetric rules exhibit cycles of super-polynomial length, whereas symmetric ones are known to have bounded cycle length.
KW - Cellular automata dynamics
KW - Computational complexity
KW - Intrinsic universal
KW - Majority cellular automata
KW - Signed two-dimensional lattice
KW - Turing universal
UR - http://www.scopus.com/inward/record.url?scp=85029484753&partnerID=8YFLogxK
U2 - 10.1016/j.jcss.2017.07.010
DO - 10.1016/j.jcss.2017.07.010
M3 - Article
AN - SCOPUS:85029484753
SN - 0022-0000
VL - 91
SP - 1
EP - 32
JO - Journal of Computer and System Sciences
JF - Journal of Computer and System Sciences
ER -