Dynamical behavior of Kauffman networks with and-or Gates

被引:15
作者
Goles, E
Hernández, G
机构
[1] Univ Chile, Dept Ingn Matemat, Santiago, Chile
[2] Univ Andres Bello, Escuela Ingn, Santiago, Chile
关键词
discrete dynamical systems; boolean nets periods; transient times; connected and primitive graphs; Lyapunov functionals;
D O I
10.1142/S0218339000000109
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We study the parallel dynamics of a class of Kauffman boolean nets such that each vertex has a binary state machine {AND, OR} as local transition function. We have called this class of nets AON. In a finite, connected and undirected graph, the transient length, attractors and its basins of attraction are completely determined in the case of only OR (AND) functions in the net. For finite, connected and undirected AON, an exact linear bound is given for the transient time using a Lyapunov functional. Also, a necessary and sufficient condition is given for the diffusion problem of spreading a one all over the net, which generalizes the primitivity notion on graphs. This condition also characterizes its architecture. For finite, strongly connected and directed AON a non-polynomial time bound is given for the transient time and for the period on planar graphs, together with an example where this transient time and period are attained. Furthermore, on infinite but finite connected, directed and non planar AON we simulate an universal two-register machine, which allows us to exhibit universal computing capabilities.
引用
收藏
页码:151 / 175
页数:25
相关论文
共 31 条
[1]  
[Anonymous], 2018, INTRO PERCOLATION TH
[2]  
Bishop C. M., 1995, NEURAL NETWORKS PATT
[3]  
BRAUALDI R, 1991, COMBINATORIAL MATRIX
[4]   FRACTAL DIMENSIONS IN 3-DIMENSIONAL KAUFFMAN CELLULAR AUTOMATA [J].
DE ARCANGELIS, L .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1987, 20 (06) :L369-L373
[5]  
DEMONGEOT J, 1998, IN PRESS CRAS
[6]   EVOLUTION OF OVERLAPS BETWEEN CONFIGURATIONS IN RANDOM BOOLEAN NETWORKS [J].
DERRIDA, B ;
WEISBUCH, G .
JOURNAL DE PHYSIQUE, 1986, 47 (08) :1297-1303
[7]   PHASE-TRANSITIONS IN TWO-DIMENSIONAL KAUFFMAN CELLULAR AUTOMATA [J].
DERRIDA, B ;
STAUFFER, D .
EUROPHYSICS LETTERS, 1986, 2 (10) :739-745
[8]   RANDOM NETWORKS OF AUTOMATA - A SIMPLE ANNEALED APPROXIMATION [J].
DERRIDA, B ;
POMEAU, Y .
EUROPHYSICS LETTERS, 1986, 1 (02) :45-49
[9]   TRANSIENT LENGTH IN SEQUENTIAL ITERATION OF THRESHOLD FUNCTIONS [J].
FOGELMAN, F ;
GOLES, E ;
WEISBUCH, G .
DISCRETE APPLIED MATHEMATICS, 1983, 6 (01) :95-98
[10]   SPECIFIC ROLES OF THE DIFFERENT BOOLEAN MAPPINGS IN RANDOM NETWORKS [J].
FOGELMANSOULIE, F ;
GOLESCHACC, E ;
WEISBUCH, G .
BULLETIN OF MATHEMATICAL BIOLOGY, 1982, 44 (05) :715-730