loading
Documents

Research.Publish.Connect.

Paper

Steps Towards a Balance between Adequacy and Time Optimization in Agent-based Simulations - A Practical Application of the Temporality Model Time Scheduling Approach

Topics: Agent Based Modeling and Simulation; Computer Simulation Techniques; Discrete-Event Simulation; Intelligent Transportation; Laboratory Simulation Software; Optimization Issues; Smart Cities and Homes

Authors: Tahina Ralitera ; Nathan Aky ; Denis Payet and Rémy Courdier

Affiliation: Laboratoire d’Informatique et de Mathématiques, University of Reunion Island and France

ISBN: 978-989-758-323-0

Keyword(s): Simulation Platform, Scheduler, Time Management, Temporality, Comparison, SimSKUAD.

Related Ontology Subjects/Areas/Topics: Agent Based Modeling and Simulation ; Complex Systems Modeling and Simulation ; Computer Simulation Techniques ; Discrete-Event Simulation ; Formal Methods ; Laboratory Simulation Software ; Optimization Issues ; Sensor Networks ; Simulation and Modeling ; Simulation Tools and Platforms ; Software and Architectures

Abstract: Simulation models are often used as decision support tools. They intend to imitate real world complex phenomena or processes. For this purpose, simulation platforms has the simulated models evolve by advancing a virtual time. Thus, users could benefit from shorter, but relevant simulations. The simulated time is managed by the scheduler and how this is done could significantly impact on the performance of the simulation platform. However, conventional time scheduling approaches are still limited in some situations. The temporality model approach was proposed as an interesting solution. It addresses a number of criteria that the classical time scheduling approaches do not fulfil. In this paper, we first describe the fundamental of the temporality model approach. Then, we implement it in a simulation model called the SKUADCityModel. Finally, we show the performance advantages of this type of approach.

PDF ImageFull Text

Download
Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 54.80.188.87

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Ralitera T., Aky N., Payet D. and Courdier R. (2018). Steps Towards a Balance between Adequacy and Time Optimization in Agent-based Simulations - A Practical Application of the Temporality Model Time Scheduling Approach.In Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH, ISBN 978-989-758-323-0, pages 160-166. DOI: 10.5220/0006904601600166

@conference{simultech18,
author={Tahina Ralitera and Nathan Aky and Denis Payet and Rémy Courdier},
title={Steps Towards a Balance between Adequacy and Time Optimization in Agent-based Simulations - A Practical Application of the Temporality Model Time Scheduling Approach},
booktitle={Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,},
year={2018},
pages={160-166},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006904601600166},
isbn={978-989-758-323-0},
}

TY - CONF

JO - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,
TI - Steps Towards a Balance between Adequacy and Time Optimization in Agent-based Simulations - A Practical Application of the Temporality Model Time Scheduling Approach
SN - 978-989-758-323-0
AU - Ralitera T.
AU - Aky N.
AU - Payet D.
AU - Courdier R.
PY - 2018
SP - 160
EP - 166
DO - 10.5220/0006904601600166

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.