On the hierarchy of conservation laws in a cellular automaton

Conservation laws in cellular automata (CA) are studied as an abstraction of the conservation laws observed in nature. In addition to the usual real-valued conservation laws we also consider more general group-valued and semigroup-valued conservation laws. The (algebraic) conservation laws in a CA form a hierarchy, based on the range of the interactions they take into account. The conservation laws with smaller interaction ranges are the homomorphic images of those with larger interaction ranges, and for each specific range there is a most general law that incorporates all those with that range. For one-dimensional CA, such a most general conservation law has—even in the semigroup-valued case—an effectively constructible finite presentation, while for higher-dimensional CA such effective construction exists only in the group-valued case. It is even undecidable whether a given two-dimensional CA conserves a given semigroup-valued energy assignment. Although the local properties of this hierarchy are tractable in the one-dimensional case, its global properties turn out to be undecidable. In particular, we prove that it is undecidable whether this hierarchy is trivial or unbounded. We point out some interconnections between the structure of this hierarchy and the dynamical properties of the CA. In particular, we show that positively expansive CA do not have non-trivial real-valued conservation laws.

[1]  E. F. Moore Machine Models of Self-Reproduction , 1962 .

[2]  Y. Pomeau,et al.  Molecular dynamics of a classical lattice gas: Transport properties and time correlation functions , 1976 .

[3]  P. A. Grillet Semigroups: An Introduction to the Structure Theory , 1995 .

[4]  J. Myhill The converse of Moore’s Garden-of-Eden theorem , 1963 .

[5]  Jarkko Kari,et al.  The Most General Conservation Law for a Cellular Automaton , 2008, CSR.

[6]  Enrico Formenti,et al.  Number conserving cellular automata II: dynamics , 2003, Theor. Comput. Sci..

[7]  A. Biryukov,et al.  Some algorithmic problems for finitely defined commutative semigroups , 1967 .

[8]  Marvin Minsky,et al.  Computation : finite and infinite machines , 2016 .

[9]  Jeffrey C. Lagarias,et al.  Tiling with polyominoes and combinatorial group theory , 1990, J. Comb. Theory, Ser. A.

[10]  Enrico Formenti,et al.  Number-conserving cellular automata I: decidability , 2003, Theor. Comput. Sci..

[11]  G. A. Hedlund Endomorphisms and automorphisms of the shift dynamical system , 1969, Mathematical systems theory.

[12]  Masakazu Nasu,et al.  Textile systems for endomorphisms and automorphisms of the shift , 1995 .

[13]  Arch D. Robison,et al.  Fast Computation of Additive Cellular Automata , 1987, Complex Syst..

[14]  W. Thurston Conway's tiling groups , 1990 .

[15]  Giovanni Manzini,et al.  A Complete and Efficiently Computable Topological Classification of D-dimensional Linear Cellular Automata over Zm , 1999, Theor. Comput. Sci..

[16]  Siamak Taati,et al.  Conservation Laws in Cellular Automata , 2009, Handbook of Natural Computing.

[17]  Vincent D. Blondel,et al.  On the presence of periodic configurations in Turing machines and in counter machines , 2002, Theoretical Computer Science.

[18]  Jarkko Kari,et al.  Linear Cellular Automata with Multiple State Variables , 2000, STACS.

[19]  M. Pivato Conservation Laws in Cellular Automata , 2001, math/0111014.

[20]  Y. Pomeau Invariant in cellular automata , 1984 .

[21]  T. Hattori,et al.  Additive conserved quantities in discrete-time lattice dynamical systems , 1991 .

[22]  Giovanni Manzini,et al.  A Complete and Efficiently Computable Topological Classification of D-dimensional Linear Cellular Automata over Zm , 1997, Theor. Comput. Sci..

[23]  Jarkko Kari,et al.  Reversibility and Surjectivity Problems of Cellular Automata , 1994, J. Comput. Syst. Sci..

[24]  Nobuyasu Osato,et al.  Linear Cellular Automata over Z_m , 1983, J. Comput. Syst. Sci..

[25]  H. Fuks,et al.  Cellular automaton rules conserving the number of active sites , 1997, adap-org/9712003.

[26]  Henryk Fuks,et al.  A class of cellular automata equivalent to deterministic particle systems , 2002, nlin/0207047.

[27]  Eric Goles Ch.,et al.  On conservative and monotone one-dimensional cellular automata and their particle representation , 2004, Theor. Comput. Sci..

[28]  P. Kurka Languages, equicontinuity and attractors in cellular automata , 1997, Ergodic Theory and Dynamical Systems.

[29]  Jarkko Kari,et al.  Theory of cellular automata: A survey , 2005, Theor. Comput. Sci..

[30]  Takesue Reversible cellular automata and statistical mechanics. , 1987, Physical review letters.

[31]  Giovanni Manzini,et al.  Lyapunov Exponents versus Expansivity and Sensitivity in Cellular Automata , 1998, J. Complex..