Intelligent and Distributed Solving of Multiphysics Problems Coordinated by Software Agents - An Intelligent Approach for Decentralized Simulations

Desirée Vögeli, Sebastian Grabmaier, Matthias Jüttner, Michael Weyrich, Peter Göhner, Wolfgang M. Rucker

Abstract

This paper presents an intelligent approach to support engineers with performing computational simulation of new developments and prototypes. With multiple interacting physical effects and large three dimensional models the choice of the right solution strategy is crucial for a correct solution and an acceptable calculation time. The presented multi-agent system can solve these simulation tasks using distributed heterogeneous computation resources with the objective to reduce the calculation time. An important factor for the criterion time is the choice of the linear solver. Here a case-based reasoning concept is introduced to improve the decisions in the multi-agent system. Allowing each agent to solve its problem part by using appropriate solution methods, a decentralized architecture with autonomous software agents is provided.

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Paper Citation


in Harvard Style

Vögeli D., Grabmaier S., Jüttner M., Weyrich M., Göhner P. and Rucker W. (2018). Intelligent and Distributed Solving of Multiphysics Problems Coordinated by Software Agents - An Intelligent Approach for Decentralized Simulations.In Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-758-275-2, pages 200-207. DOI: 10.5220/0006590402000207


in Bibtex Style

@conference{icaart18,
author={Desirée Vögeli and Sebastian Grabmaier and Matthias Jüttner and Michael Weyrich and Peter Göhner and Wolfgang M. Rucker},
title={Intelligent and Distributed Solving of Multiphysics Problems Coordinated by Software Agents - An Intelligent Approach for Decentralized Simulations},
booktitle={Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2018},
pages={200-207},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006590402000207},
isbn={978-989-758-275-2},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - Intelligent and Distributed Solving of Multiphysics Problems Coordinated by Software Agents - An Intelligent Approach for Decentralized Simulations
SN - 978-989-758-275-2
AU - Vögeli D.
AU - Grabmaier S.
AU - Jüttner M.
AU - Weyrich M.
AU - Göhner P.
AU - Rucker W.
PY - 2018
SP - 200
EP - 207
DO - 10.5220/0006590402000207