• DocumentCode
    2953940
  • Title

    Cellular automata and other discrete dynamical systems with memory

  • Author

    Alonso-Sanz, Ramón

  • Author_Institution
    ETSIA, Univ. Politec. de Madrid, Madrid, Spain
  • fYear
    2012
  • fDate
    2-6 July 2012
  • Firstpage
    215
  • Lastpage
    215
  • Abstract
    In conventional discrete dynamical systems, the new configuration depends solely on the configuration at the preceding time step. This contribution considers an extension to the standard framework of dynamical systems by taking into consideration past history in a simple way: the mapping defining the transition rule of the system remains unaltered, but it is applied to a certain summary of past states. This kind of embedded memory implementation, of straightforward computer codification, allows for an easy systematic study of the effect of memory in discrete dynamical systems, and may inspire some useful ideas in using discrete systems with memory (DSM) as a tool for modeling non-markovian phenomena. Besides their potential applications, DSM have an aesthetic and mathematical interest on their own, as will be briefly over viewed. The contribution focuses on the study of systems discrete par excellence, i.e., with space, time and state variable being discrete. These discrete universes are known as cellular automata (CA) in their more structured forms, and Boolean networks (BN) in a more general way. Thus, the mappings which define the rules of CA (or BN) are not formally altered when implementing embedded memory, but they are applied to cells (or nodes) that exhibit trait states computed as a function of their own previous states. So to say, cells (or nodes) - canalize - memory to the mapping. Automata on networks and on proximity graphs, together with structurally dynamic cellular automata, will be also studied with memory. If time permits, systems that remain discrete in space and time, but not in the state variable (e.g., maps and spatial games), will be also scrutinized with memory. A list of references on DSM may be found in http://uncomp.uwe.ac.uk/alonso-sanz.
  • Keywords
    Boolean algebra; Markov processes; cellular automata; discrete systems; embedded systems; storage management; Boolean networks; DSM; cellular automata; discrete dynamical systems; discrete systems with memory; embedded memory implementation; non-Markovian phenomena; straightforward computer codification; transition rule; Abstracts; Automata; Computers; History; Random access memory; Standards; Systematics; Boolean networks (BN); Discrete dynamical systems; cellular automata (CA); discrete systems with memory (DSM);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    High Performance Computing and Simulation (HPCS), 2012 International Conference on
  • Conference_Location
    Madrid
  • Print_ISBN
    978-1-4673-2359-8
  • Type

    conf

  • DOI
    10.1109/HPCSim.2012.6266914
  • Filename
    6266914