Distributed Simulation of Hybrid Systems with HLA Support

Borshchev, Andrei; Karpov, Yuri; Lebedev, P. T.

doi:10.1007/3-540-44743-1_42

Cited by 2 publications

(4 citation statements)

References 2 publications

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Section: Strategies Adopted For Translating Complex Heal Thcare Processes Into a Serous Gamementioning

confidence: 99%

“…This is because the software's processing library functionally matches BPMN elements, thus allowing the complete representation of an industrial value chain. The integrated development environment provides the system architecture, see[39].4.2.1 Discrete-event simulationThe discrete-event simulation designed in this study initiates patient attributes on individual care pathways from a realistic modelling of the ED production system. The upstream and downstream medical activities that would potentially be executed for a patient are preconditioned.…”

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confidence: 99%

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Serious Gaming of Logistics Management in Pediatric Emergency Medicine

Zhang

Härenstam

Meijer

et al. 2020

IJSG

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Access blocks throughout the entire healthcare system and overcrowding issues are pervasive in many emergency departments where the coordination and strategic management of resources could be supported by serious games and simulations approaches. However, existing studies have not addressed the reciprocal relation between patient inflow and working systems in serious games design in order to reflect the logistical features of an emergency department and to facilitate the players improve the work performance of the system. To address the issue, this paper presents a serious game based on a multi-method simulation approach of complex healthcare processes as well as the game mechanics selected to promote understanding the logistical features of an ED, which points to the next level of conducting simulations or gaming aimed for training decision making skills in operative environments. Results of the experiment confirmed that the serious game encouraged participants to proactively manage the human resources of the emergency department. Certain managerial recommendations can be made: a patient flow multiplier of 120% could lead to a significant erosion of the system’s defensive ability; however, proactive anticipation from management is the key for making an emergency organization more resilient.

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Section: Strategies Adopted For Translating Complex Heal Thcare Processes Into a Serous Gamementioning

confidence: 99%

mentioning

confidence: 99%

Serious Gaming of Logistics Management in Pediatric Emergency Medicine

Zhang

Härenstam

Meijer

et al. 2020

IJSG

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“…9 In such situations, applying only discrete modeling approaches can significantly increase a model’s complexity, while using only continuous approaches fails to represent individuality. 10 Moreover, traditional stand-alone M&S approaches can face serious challenges to represent the overall multidimensional nature of a system as a “whole” 7, 11 and often emphasize more on a particular level of abstraction by tackling a specific set of modeling questions. 12 On the other hand, a multi-paradigm M&S approach allows the generation of simulations that may be interoperable and can capture interactions among elements at different abstraction levels by addressing a larger range of modeling questions and representing a variety of problem situations and applications.…”

Section: Introductionmentioning

confidence: 99%

“…14 Therefore, the necessity to model real-world systems considering a “holistic view” is becoming an essential factor in the design, analysis, and implementation of real-world systems. 8, 11, 15, 16…”

Section: Introductionmentioning

confidence: 99%

A modeling framework for the application of multi-paradigm simulation methods

Mykoniatis

Angelopoulou

2019

SIMULATION

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Decisions about modeling and simulation (M&S) of real-world systems need to be evaluated prior to implementation. Discrete Event, System Dynamics, and Agent Based are three different modeling and simulation approaches widely applied to enhance decision-making of M&S of these systems. Combining and/or integrating these methods can provide solutions to a plethora of systems’ problems. However, current solutions and frameworks do not provide guidance for selecting and deploying M&S models. Hence, the aim of this work is to present a generic modeling framework for combining and/or integrating Discrete Event, System Dynamics, and Agent Based simulation approaches. The framework is termed multi-paradigm modeling framework (MPMF). In this paper, we describe the research methodology that was followed for the development of MPMF, the different phases of MPMF, and the generic relationships of forming and deploying multi-paradigm simulation models. Then we evaluate the framework by using it for the implementation of a universal task analysis simulation model (UTASiMo). The MPMF provided guidance on what methods need to be incorporated into the UTASiMo models, what information is exchanged among those models, and how these models are connected and interact with each other.

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Distributed Simulation of Hybrid Systems with HLA Support

Cited by 2 publications

References 2 publications

Serious Gaming of Logistics Management in Pediatric Emergency Medicine

Serious Gaming of Logistics Management in Pediatric Emergency Medicine

A modeling framework for the application of multi-paradigm simulation methods

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