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An integrated and adaptive decision-support framework for high-tech manufacturing and service networks

An integrated and adaptive decision-support framework for hi...

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simulation Winter Conference

作者： P. Lendermann M.Y.H. Low Boon Ping Gan N. Julka Lai Peng Chan S.J. Turner Wentong Cai Xiaoguang Wang Loo Hay Lee T. Hung S.J.E. Taylor L.F. McGinnis S. Buckley Singapore Institute of Manufacturing Technology Singapore Singapore Parallel and Distributed Computing Centre Nanyang Technological University Singapore Singapore Department of Industrial and Systems Engineering National University of Singapore Singapore Institute of High Performance Computing Singapore Singapore Centre for Applied Simulation Modelling School of Information Systems Computing and Maths Brunei University Uxbridge Middlesex UK School of Industrial and Systems Engineering Georgia Institute of Technology Atlanta GA USA

This article describes the results of one of the ten pilot programmes under the integrated manufacturing and service systems (IMSS) initiative pursued by the Agency for Science, Technology and Research (A* STAR) in Singapore. The objective of this particular programme is to investigate how design, analysis, enhancement and implementation of critical business processes in a manufacturing and service network can be realised using one single simulation/application framework. The overall architecture of the framework outlines how commercial simulation packages and Web-service based business process application components would have to be connected through a commercial application framework to achieve maximum leverage and re-usability of the applications involved. In the pilot phase of this programme, research issues were also addressed with regard to mechanisms for interoperation between commercial simulation packages, symbiotic interaction between simulation-based decision support components and physical systems, and simulation speed-up through multi-objective optimal computing budget allocation techniques on a grid infrastructure.

关键词： Business Logistics Computational modeling Job shop scheduling Manufacturing processes Virtual manufacturing Packaging Drives Distributed computing Computer industry

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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 ...

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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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Panel on future challenges in modeling methodology 04

Panel on future challenges in modeling methodology

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simulation Winter Conference

作者： S.J.E. Taylor P. Lendermann R.J. Paul S.W. Reichenthal S. Strassburger S.J. Turner Centre for Applied Simulation Modeling Department of Information Systems and Computing Brunei University Uxbridge Middlesex UK Production and Logistics Planning Group Singapore Institute of Manufacturing Technology Singapore Boeing Anaheim CA USA Department Virtual Development Fraunhofer Institute of Factory Operation and Automation Magdeburg Germany Parallel & Distributed Computin Centre School of Computer Engineering Nanyang Technological University Singapore

ISBN: (纸本)9780780387867

This panel paper presents the views of six researchers and practitioners of simulation modeling. Collectively we attempt to address a range of key future challenges to modeling methodology. It is hoped that the views of this paper, and the presentations made by the panelists at the 2004 Winter simulation Conference will raise awareness and stimulate further discussion on the future of modeling methodology in areas such as modeling problems in business applications, human factors and geographically dispersed networks; rapid model development and maintenance; legacy modeling approaches; markup languages; virtual interactive process design and simulation; standards; and Grid computing.

关键词： Computational modeling Virtual manufacturing Logistics Human factors Computer aided manufacturing Markup languages Process design Standards development Grid computing Discrete event simulation

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simulation education is no substitute for intelligent thinking

Simulation education is no substitute for intelligent thinki...

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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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Global search strategies for simulation optimisation

Global search strategies for simulation optimisation

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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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Modular HLA RTI services: the GRIDS approach

Modular HLA RTI services: the GRIDS approach

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International Workshop/Symposium on Distributed simulation and Real-Time Applications (DS-RT)

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

The Generic Runtime Infrastructure for Distributed simulation (GRIDS) has been developed to investigate modularity issues in distributed simulation. It could be argued that although the HLA RTI is a widespread solution to distributed simulation, it cannot include all possible services. This paper investigates an approach to extending the distributed simulation services available in the HLA RTI. One example of this is bridging support for HLA/DIS legacy integration. This paper therefore presents GRIDS, how GRIDS can be used to provide modular service support for the HLA RTI, and a case study on legacy integration to demonstrate our approach.

关键词： Computational modeling Middleware Runtime Standards development information systems Distributed computing Grid computing Standardization Stability Job production systems

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What use is model reuse: is there a crook at the end of the rainbow?

What use is model reuse: is there a crook at the end of the ...

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simulation Winter Conference

作者： R.J. Paul S.J.E. Taylor Centre for Applied Simulation Modelling Department of Information Systems and Computing Brunei University Uxbridge Middlesex UK

The emergence of new technologies in simulation modeling such as the World Wide Web has fostered debate on the reuse of models. We present a case for model reuse and the pot of gold that it promises. We then discuss model reuse from the viewpoint of simulation modelers who use COTS simulation packages and suggest that model reuse may in fact cost more than developing new models as candidates for reuse as trust must be established through thorough testing. An alternative to this is put forward that suggests that a Grab-and-Glue, Run, Reject, Reply (G/sup 2/R/sup 3/) approach is a more appropriate use of model reuse as it emphasizes the intellectual process of problem understanding rather than model correctness as a means to itself.

关键词： Computational modeling Packaging information systems Web sites Gold Costs Testing Appropriate technology Commercialization Electronic switching systems

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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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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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Explorative modeling for prioritizing liver transplantation waiting lists

Explorative modeling for prioritizing liver transplantation ...

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Annual Symposium on simulation

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

ISBN: (纸本)0769510922

Health care systems are known to be quite complex in structure and operation. The technology of liver transplantation is one of the aspects of health care systems that has always been difficult to grasp. The main problem with liver transplantation is the fact that it is not easy to study using traditional quantitative tools. The paper demonstrates the use of discrete event simulation as an explorative tool to help stakeholders to understand the behavior of the system so that they can achieve informed decisions with regard to the prioritization of patients waiting for transplantation. The paper also shows the construction of a tailor-made package (LiverSim) and provides an example of how this package is used by the stakeholders to assist in the evaluation process. Some final lessons are drawn that simulation helps in exploring more issues outside the boundaries of quantitative results.

关键词： Liver diseases Medical services Discrete event simulation Packaging Europe Decision making Computational modeling information systems Performance evaluation Hospitals

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