Proceedings Article10.1109/MILCOM.2008.4753119
A DEVS-based framework for simulation optimization: Case study of Link-11 gateway parameter tuning
Hojun Lee,Bernard P. Zeigler,Doohwan Kim +2 more
- 01 Nov 2008
- pp 1-7
TL;DR: An optimization technique is applied to search for optimal sampling rate in modeling and simulation environment, DEVSJAVA, to solve parameter optimization problems of Link-11 gateway.
read more
Abstract: Discrete event system specifications (DEVS) is a mathematical formalism based on system theoretic principles, which has evolved with state-of-technologies implementation over the past few decades. In this paper, we discuss a DEVS framework to solve parameter optimization problems. As a case study, we consider the Link-11 gateway that has been developed by the Joint Interoperability Test Command (JITC) is to provide interoperability between Link-11 network and TCP/IP network. The performance of Link-11 gateway is highly sensitive to the sampling rate of soundcards since the frame time of Link-11 signal is very short. Unfortunately, the sampling rate is not as accurate as it is specified by the manufacture of soundcards. A solution is to search for an optimized parameter that can be used to adjust the sampling rate. We apply an optimization technique to search for optimal sampling rate in modeling and simulation environment, DEVSJAVA. The DEVS-based framework can facilitate efficient global optimal parameter search capability and reduce execution time benefiting from its parallel and variable structure implementation.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
The simulation-based multi-objective evolutionary optimization (SIMEON) framework.
Ronald Apriliyanto Halim
- 01 Jan 2011
TL;DR: In this paper, a framework is developed based on Zeigler's modeling and simulation framework and the phases of an optimization study in operations research to solve real-world decision-making problems.
23
The simulation-based multi-objective evolutionary optimization (SIMEON) framework
Ronald Apriliyanto Halim,Mamadou D. Seck +1 more
- 11 Dec 2011
TL;DR: The proposed framework is developed based on Zeigler's modeling and simulation framework and the phases of an optimization study in operations research, and is implemented in Java.
Application of the DEVS and Cell-DEVS formalisms for modeling networking applications
Gabriel Wainer,Misagh Tavanpour,Emilie Broutin +2 more
- 08 Dec 2013
TL;DR: This work discusses various applications of discrete event system specifications for modeling and simulation of Wireless networks and Wireless Sensor Networks and how the Cell-DEVS formalism can be used to track mobile user movement in a covered area.
Optimization via simulation of catchment basin management using a discrete-event approach
J.F. Santucci,Laurent Capocchi +1 more
- 01 Jan 2015
TL;DR: This paper explains how an iterative process allows us to integrate continuous optimization via simulation algorithms into a discrete-event simulation in order to optimize the management of a catchment basin.
6
The simulation-based multi-objective evolutionary optimization (SIMEON) framework (Work-in-Progress)
Ronald Apriliyanto Halim
- 03 Apr 2011
TL;DR: In this paper, a framework is developed based on Zeigler's modeling and simulation framework and the phases of an optimization study in operations research, and the test and evaluation on the framework implementation show that the framework successfully meets the desired features.
2
References
•Book
Digital Signal Processing: Principles, Algorithms, and Applications
John G. Proakis,Dimitris G. Manolakis +1 more
- 01 Jan 1992
TL;DR: This paper presents a meta-analysis of the Z-Transform and its application to the Analysis of LTI Systems, and its properties and applications, as well as some of the algorithms used in this analysis.
5.1K
•Book
Theory of modeling and simulation
Bernard P. Zeigler,Tag Gon Kim,Herbert Praehofer +2 more
- 01 Jan 1976
TL;DR: In this paper, the authors present a rigorous mathematical foundation for modeling and simulation and provide a comprehensive framework for integrating the various simulation approaches employed in practice, including cellular automata, chaotic systems, hierarchical block diagrams, and Petri nets.
Proceedings of the 2004 winter simulation conference
Ricki G. Ingalls,Manuel D. Rossetti +1 more
- 01 Jan 2004
TL;DR: This tutorial explains the reasons for using this platform for simulation, discusses why this is frequently an efficient way to build simulation models and execute them, describes how to setup a spreadsheet simulation, and examines some limitations on the use of spreadsheets for simulation.
703
Simulation optimization: a review, new developments, and applications
Michael C. Fu,Fred Glover,Jay April +2 more
- 04 Dec 2005
TL;DR: A descriptive review of the main approaches for carrying out simulation optimization, and some recent algorithmic and theoretical developments in simulation optimization research are sampled.
Simulation in java with SSJ
Pierre L'Ecuyer,Eric Buist +1 more
- 04 Dec 2005
TL;DR: SSJ is described, an organized set of software tools offering general-purpose facilities for stochastic simulation programming in Java that supports the event view, process view, continuous simulation, and arbitrary mixtures of these.