A Metaheuristic Approach for the Configuration of Business Process Families

Ivana Ognjanovic, B. Mohabbati, D. Gašević, E. Bagheri, Marko Boskovic
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引用次数: 29

Abstract

Business process families provide an over-arching representation of the possible business processes of a target domain. They are defined by capturing the similarities and differences among the possible business processes of the target domain. To realize a business process family into a concrete business process model, the variability points of the business process family need to be bounded. The decision on how to bind these variation points boils down to the stakeholders' requirements and needs. Given specific requirements from the stakeholders, the business process family can be configured. This paper formally introduces and empirically evaluates a framework called ConfBPFM that utilizes standard techniques for identifying stakeholders' quality requirements and employs a metaheuristic search algorithm (i.e., Genetic Algorithms) to optimally configure a business process family.
业务流程族配置的元启发式方法
业务流程族提供了目标域的可能业务流程的总体表示。它们是通过捕获目标域的可能业务流程之间的异同来定义的。要将业务流程族实现为具体的业务流程模型,需要对业务流程族的可变性点进行限定。关于如何绑定这些变化点的决定归结为涉众的需求和需要。给定涉众的特定需求,就可以配置业务流程族。本文正式介绍并实证地评估了一个名为ConfBPFM的框架,该框架利用标准技术来识别涉众的质量需求,并采用元启发式搜索算法(即遗传算法)来优化配置业务流程族。
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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