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Examining the feasibility of constructing simulation models using the Web-based 'Grab-and-Glue' framework 04

Examining the feasibility of constructing simulation models ...

引用

simulation Winter Conference

作者： T. Eldabi Man Wai Lee R.J. Paul Centre for Applied Simulation Modelling (CASM) Department of Information Systems and Computing Brunei University Uxbridge Middlesex UK

ISBN: (纸本)9780780387867

The Grab and Glue discrete event simulation (Grab-and-Glue) framework has been proposed for several years. This paper investigates the feasibility of this framework. A simulation model of a single server queuing system is constructed by following the Grab-and-Glue framework as a ubiquitous example. Different scissions are grabbed from the Web or programming textbooks, and glued together using JBuilder5. The potential of Grab-and-Glue is discussed as well as the current challenges of constructing Grab-and-Glue simulation models. Some critiques and recommendations for the ongoing research on constructing simulation models based on the Grab-and-Glue framework have also been proposed.

关键词： Random number generation Computational modeling Assembly systems Clocks Discrete event simulation information systems Software engineering Software packages Communication system software Software quality

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Global search strategies for simulation optimisation

Global search strategies for simulation optimisation

引用

simulation Winter Conference

作者： G.D. Magoulas T. Eldabi R.J. Paul Centre for Applied Simulation Modelling (CASM) Department of Information Systems and Computing Brunei University Uxbridge Middlesex UK

simulation optimization is rapidly becoming a mainstream tool for simulation practitioners, as several simulation packages include add-on optimization tools. We are concentrating on an automated optimization approach that is based on adapting model parameters in order to handle uncertainty that arises from stochastic elements of the process under study. We particularly investigate the use of global search methods in this context, as these methods allow the optimization strategy to escape from sub-optimal (i.e., local) solutions and, in that sense, they improve the efficiency of the simulation optimization process. The paper compares several global search methods and demonstrates the successful application of the Particle Swarm Optimizer to simulation modeling optimization and design of a steelworks plant, a representative example of the stochastic and unpredictable behavior of a complex discrete event simulation model.

关键词： Computational modeling Optimization methods Discrete event simulation Simulated annealing Stochastic processes Design optimization Power system modeling Input variables information systems Packaging

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A proposed approach for modeling healthcare systems for understanding

A proposed approach for modeling healthcare systems for unde...

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simulation Winter Conference

作者： T. Eldabi R.J. Paul Centre for Applied Simulation Modelling CASM Department of Information Systems and Computing Brunei University Uxbridge Middlesex UK

The use of simulation in the healthcare area is not widespread when compared with other areas. The paper suggests that traditional approaches to modeling may not fully utilize simulation for tackling healthcare problems. Healthcare systems are often complex with multiple decision makers. A modeling approach is proposed which enhances stakeholders' understanding and intercommunications. The structure of this approach is participative, including the stakeholders. The behavior of the approach is iterative rather than step-based. An example is given showing how this approach is used for facilitating the modeling process. It is found that involving stakeholders throughout the modeling process helps them understand their problem, coupled with more appreciation for findings from the model. This process is also found to be useful in enhancing stakeholder intercommunication.

关键词： Medical services Computational modeling Medical simulation Analytical models information systems Manufacturing processes Virtual manufacturing Logistics Back Business

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simulation education is no substitute for intelligent thinking

Simulation education is no substitute for intelligent thinki...

引用

simulation Winter Conference

作者： Paul Eldabi Kuljis Centre for Applied Simulation Modelling (CASM) Department of Information Systems and Computing Brunei University Uxbridge Middlesex UK

We present a critique of the current teaching practices of simulation. We challenge the current view of simulation, to the extent that most textbooks' contents will be found to be secondary to the missing necessary primary material. We advocate that (simulation) education has four general objectives, which are to teach students how to learn, how to think creatively, how to problem solve, and how to be professionals. These four objectives of education may not be possible to teach. In the words of Oscar Wilde, "Education is an admirable thing, but it is well to remember from time to time that nothing that is worth knowing can be taught". So an education in simulation requires that students be put into learning situations that enable them to learn the requisite knowledge concerning the four objectives.

关键词： Books Computational modeling Solid modeling Art Sections information systems Education Contracts Ethics

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Developing interest management techniques in distributed interactive simulation using Java

Developing interest management techniques in distributed int...

引用

simulation Winter Conference

作者： S.J.E. Taylor J. Saville R. Sudra Centre for Applied Simulation Modelling Department of Information System and Computing Brunei University Uxbridge UK

Bandwidth consumption in distributed real time simulation, or networked real time simulation, is a major problem as the number of participants and the sophistication of joint simulation exercises grow in size. The paper briefly reviews distributed real time simulation and bandwidth reduction techniques and introduces the Generic Runtime Infrastructure for Distributed simulation (GRIDS) as a research architecture for studying such problems. GRIDS uses Java abstract classes to promote distributed services called thin agents, a novel approach to implementing distributed simulation services, such as user defined bandwidth reduction mechanisms, and to distributing the executable code across the simulation. Thin agents offer the advantages of traditional agents without the overhead imposed by mobility or continuous state, which are unnecessary in this context. We present our implementation and some predicted results from message reduction studies using thin agents.

关键词： Java Computational modeling Bandwidth Predictive models Traffic control Displays Intelligent networks Real time systems Runtime Joining processes

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Distributed supply chain simulation in GRIDS

Distributed supply chain simulation in GRIDS

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simulation Winter Conference

作者： R. Sudra S.J.E. Taylor T. Janahan Centre for Applied Simulation Modelling Department of Information System and Computing Brunei University Uxbridge UK

Amongst the majority of work done in supply chain simulation, papers have emerged that examine the area of model distribution. The executions of simulations on distributed hosts as a coupled model require both coordination and facilitating infrastructure. A distributed environment, the Generic Runtime Infrastructure for Distributed simulation (GRIDS) is suggested to provide the bonding requirements for such a model. The advantages of transparently connecting the distributed components of a supply chain simulation allow the construction of a conceptual simulation while releasing the modeler from the complexities of the underlying network. The infrastructure presented demonstrates scalability without losing flexibility for future extensions based on open industry standards.

关键词： Supply chains Computational modeling Joining processes Runtime Military standards Supply chain management information systems Distributed computing Bonding Scalability

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Developing an Object Exchange Model Template for GRIDS distributed supply chain simulations

Developing an Object Exchange Model Template for GRIDS distr...

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Annual Symposium on simulation

作者： Gary Tan Wee Ngee Ng S.J.E. Taylor School of Computing National University of Singapore Singapore Centre for Applied Simulation Modelling Department of Information Systems and Computing Brunei University Uxbridge UK

Supply chain management (SCM) is a series of activities, usually sequential, that an organisation, or a network of organisations, uses to deliver products and/or services to customers. With the globalisation of commercial markets, distributed supply chain (DSQ) simulation, connecting organisations from various parts of the world, has gained significance in supply chain management decision support. DSC simulation requires that information be transferred between individual simulations (interoperability) in a timely and consistent manner. In this work GRIDS (Generic Runtime Infrastructure for Distributed simulation), an extensible, service-based RTI, is used to successfully transfer timely information between simulations. However, the question of what format this information should take still remains. This paper presents the development of an Object Exchange Model Template (OEMT), for DSC simulation in GRIDS. These are templates for standard object creation within a DSC simulation, so as to facilitate standard object transfers between the various simulations that compose a DSC simulation. The templates are stored in an Object Exchange Model Repository (OEMR) for easy access by all simulation builders intending to build a DSC simulation using GRIDS. The OEMT facilitates interoperability by providing a common "language" that can be used to share information (objects) between simulations. This approach can also facilitate data distribution management (DDM) services. The OEMT is intended to extend and complement the OMT of the High Level Architecture.

关键词： Supply chains Computational modeling Supply chain management Joining processes Runtime Distributed decision making Middleware Documentation Distributed computing Grid computing

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Using a desktop grid to support simulation modelling

Using a desktop grid to support simulation modelling

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International Conference on information Technology Interfaces

作者： N. Mustafee S.J.E. Taylor Centre for Applied Simulation Modelling School of Information Systems Computing and Mathematics Brunei University Uxbridge Middlesex UK

simulation is characterized by the need to run multiple sets of computationally intensive experiments. We argue that grid computing can reduce the overall execution time of such experiments by tapping into the typically underutilized network of departmental desktop PCs, collectively known as desktop grids. Commercial-off-the-shelf simulation packages (CSPs) are used in industry to simulate models. To investigate if grid computing can benefit simulation, this paper introduces our desktop grid, WinGrid, and discusses how this can be used to support the processing needs of CSPs. Results indicate a linear speed up and that grid computing does indeed hold promise for simulation

关键词： Computational modeling Grid computing Packaging Collaborative software Personal communication networks Power system modeling Mathematical model information systems Mathematics Collaborative work

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Is problem solving, or simulation model solving, mission critical? 05

Is problem solving, or simulation model solving, mission cri...

引用

simulation Winter Conference

作者： R.J. Paul T. Eldabi J. Kuljis S.J.E. Taylor Centre for Applied Simulation Modelling (CASM) School of Information Systems Computing and Mathematics Brunei University Uxbridge Middlesex UK

ISBN: (纸本)9780780395190

How do we consider problems and models in the practice of simulation? It is our possibly contentious observation that simulation model solving seems to be more critical to the mission of simulation modeling than problem solving. Inspired by the theme of this year's Winter simulation Conference, we ask the question, "Is problem solving, or simulation model solving, mission critical?" To investigate this we look at three perspectives, those of the textbook, the article and the editorial. The textbook perspective is the balance of the "traditional" view of simulation presented by the academic textbook against practical experience. The article perspective is a classification of papers published in four leading simulation journals in the year 2004 (ACM TOMACS, simulation, simulation modelling Practice and Theory, and simulation & Gaming). The editorial perspective is a discussion of editorial policy presented by the same journals. Our findings show that our observation is not contradicted.

关键词： Problem-solving Mission critical systems Pediatrics Computational modeling Protection Analytical models Mathematical model information systems Mathematics

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Developing a graphical user interface for discrete event simulation

Developing a graphical user interface for discrete event sim...

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simulation Winter Conference

作者： H.I. Odhabi R.J. Paul R.D. Macredie Center for Applied Simulation Modelling (CASM) Department of Information Systems and Computing Brunei University Uxbridge Middlesex UK

A key concern for the area of discrete event simulation modelling is to encourage its adoption and use by non-specialists. To achieve this it is important that we focus on developing techniques and tools that can be used easily by people from outside the simulation modelling community. This paper explores the usefulness of one particular simulation modelling technique, hierarchical activity cycle diagrams (H-ACDs). We suggest that though H-ACDs are useful to simulation specialists, they can often be overly complex and can discourage non-specialists. We propose and develop a simplified version of H-ACDs, which we call simplified hierarchical activity cycle diagrams (SH-ACDs). We then go on to discuss the development of a simple graphical user interface which is the front-end to a modelling environment which supports the development of SH-ACDs. We discuss the way that an interface of this type can offer those without experience in simulation modelling the opportunity to develop simulations of their problem domain. We suggest that the SH-ACDs in conjunction with a suitable graphical interface can offer a potentially significant contribution by promising to open up the field of simulation modelling to non-experts.

关键词： Graphical user interfaces Discrete event simulation Computational modeling information systems

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