Model-based DEVS for modeling and simulation of resource-constrained business processes

Sofiane Boukelkoul, R. Maamri
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引用次数: 1

Abstract

Modeling and analysis of resource constraints in business process is becoming a challenging research topic. In fact, business process improvement requires rational handling of resource constraints at both design time and runtime. This paper presents a model-based DEVS “Discrete Event System Specification” for modeling, analysis and checking of resource constraints in business processes at runtime and at earlier stages of design. The proposed model is implemented in JAVADEVS using DEVS-Suite simulator. The main idea of this research is to model activities and resources as atomic DEVS models and make coupling between them to result a DEVS coupled model, where communication is made by message exchanging. The behavior of the overall model will be mastered by the functions of DEVS, which guarantee the concordance of constraints related to the resources.
用于对资源受限的业务流程进行建模和仿真的基于模型的DEVS
业务流程中资源约束的建模与分析已成为一个具有挑战性的研究课题。事实上,业务流程改进需要在设计时和运行时对资源约束进行合理的处理。本文提出了一个基于模型的DEVS“离散事件系统规范”,用于在运行时和设计的早期阶段对业务流程中的资源约束进行建模、分析和检查。该模型在JAVADEVS中使用DEVS-Suite模拟器实现。本研究的主要思想是将活动和资源建模为原子DEVS模型,并在它们之间进行耦合,从而形成DEVS耦合模型,其中通过消息交换进行通信。整个模型的行为将由DEVS的功能控制,从而保证与资源相关的约束的一致性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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