A novel visual CA modeling approach and its realization in CoSMoS

Hessam Sarjoughian, Sajjan Sarkar, Gary R. Mayer

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

Many important scientific and engineering problems are studied using Cellular Automata (CA) models. Mathematical formulae with component-based modeling concepts are used to specify CA models. Computer simulation tools support viewing the dynamics of CA simulation models. Existing approaches with their tools are restrictive from visual model development perspective since models must be specified in programming languages or use pre-built models. In this paper, the novel concept of spatial-specialization CA modeling is developed and introduced into CoSMoS (Component-based System Modeler and Simulator) - a logical, visual, and persistence modeling and simulation framework. Modelers can visually create and manipulate structures of a family of hierarchical component-based CA models. The tool supports persistent models and semi-automatic parallel DEVS-based simulation code.

Original languageEnglish (US)
Title of host publicationSpring Simulation Multiconference 2010, SpringSim'10
DOIs
StatePublished - Dec 31 2010
Event2010 Spring Simulation Multiconference, SpringSim'10 - Orlando, FL, United States
Duration: Apr 11 2010Apr 15 2010

Publication series

NameSpring Simulation Multiconference 2010, SpringSim'10

Other

Other2010 Spring Simulation Multiconference, SpringSim'10
CountryUnited States
CityOrlando, FL
Period4/11/104/15/10

Keywords

  • Cellular automata
  • CoSMoS
  • Component-based modeling
  • DEVS
  • Visual modeling

ASJC Scopus subject areas

  • Applied Mathematics
  • Modeling and Simulation

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    Sarjoughian, H., Sarkar, S., & Mayer, G. R. (2010). A novel visual CA modeling approach and its realization in CoSMoS. In Spring Simulation Multiconference 2010, SpringSim'10 [243] (Spring Simulation Multiconference 2010, SpringSim'10). https://doi.org/10.1145/1878537.1878790