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A framework for composable cellular automata devs modeling, simulation, and visualization

A framework for composable cellular automata devs modeling, ...

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2020 Spring simulation Multiconference, SpringSim 2020

作者： Zhang, Chao Sarjoughian, Hessam S. Seok, Moon Gi Arizona Center for Integrative Modeling and Simulation Schl. of Computing Informatics and Decision Sys. Engr. Arizona State University TempeAZ85261-8809 United States School of Computer Science and Engineering Nanyang Technical University 639798 Singapore

ISBN: (纸本)9781713812883

The concept of cellular automata is one of the cornerstones of scientific and engineering pursuit with wide applicability in various domains. The rise of system complexity points to developing frameworks that can aid in developing composable models at multiple spatiotemporal levels. Toward this goal, an input/output modular discrete-event cellular automata framework based on the Discrete Event System Specification (DEVS) is proposed. It is adapted from a Composable Cellular Automata (CCA) formalism that is defined in terms of a multicomponent discrete time system specification. The resulting Composable Cellular Automata DEVS (CCA-DEVS) framework is built using the Cellular Automata DEVS that is a part of the DEVS-Suite simulator. The approach and realization of the proposed CCA-DEVS framework are detailed. The framework is used to develop an example model composed of CCA-DEVS agent and partial differential equation models. © 2020 Society for modeling & simulation International (SCS)

关键词： Cellular automata

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A Framework for Composable Cellular Automata Devs modeling, simulation, and Visualization

A Framework for Composable Cellular Automata Devs Modeling, ...

引用

2020 Spring simulation Conference, SpringSim 2020

作者： Zhang, Chao Sarjoughian, Hessam S. Gi Seok, Moon Arizona State University Arizona Center for Integrative Modeling and Simulation Schl. of Computing Informatics and Decision Sys. Engr. TempeAZ85261-8809 United States Nanyang Technical University School of Computer Science and Engineering Singapore639798 Singapore

ISBN: (数字)9781565553705

ISBN: (纸本)9781565553705

The concept of cellular automata is one of the cornerstones of scientific and engineering pursuit with wide applicability in various domains. The rise of system complexity points to developing frameworks that can aid in developing composable models at multiple spatiotemporal levels. Toward this goal, an input/output mod-ular discrete-event cellular automata framework based on the Discrete Event System Specification (DEVS) is proposed. It is adapted from a Composable Cellular Automata (CCA) formalism that is defined in terms of a multicomponent discrete time system specification. The resulting Composable Cellular Automata DEVS (CCA-DEVS) framework is built using the Cellular Automata DEVS that is a part of the DEVS-Suite simulator. The approach and realization of the proposed CCA-DEVS framework are detailed. The framework is used to develop an example model composed of CCA-DEVS agent and partial differential equation models. © 2020 SCS.

关键词： Cellular automata

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A BEHAVIOR ANNEX FOR AADL USING THE DEVS FORMALISM

A BEHAVIOR ANNEX FOR AADL USING THE DEVS FORMALISM

引用

simulation Multi-Conference

作者： Ehsan M. Ahmad Hessam Sarjoughian College of Computing and Informatics Saudi Electronic University Riyadh Kingdom of Saudi Arabia Schl. of Comp. Info. & Deci. Syst. Engr. Arizona Center for Integrative Modeling & Simulation Arizona State University Tempe Arizona USA

It is essential to use modeling methods for specifying real-time and safety-critical specifications and executions as a set of computational and physical components. Thus, frameworks supporting modular, hierarchical specifications at multiple levels of abstraction for software-intensive systems are needed. Models for the structures, behaviors, and relationships benefit from separating and combining external properties and internal operations of components. Together, the Architecture Analysis and Design Language (AADL) and Discrete-Event System Specification (DEVS) provide an integrated framework where the structure and behavior designs can be systematically developed and evaluated. Needs including latency and safety analyses are supported by AADL whereas behavioral verification and validation can be supported with DEVS simulation. To create the proposed AADL-DEVS framework, a DEVS behavioral annex targeted for the DEVS-Suite simulator is developed and introduced to OSATE which supports AADL. The DEVS Annex language is detailed and exemplified using an infant incubator known as the Isolette system.

关键词： AADL DEVS annex DEVS-Suite Safety-Critical systems OSATE

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