基于多智能体系统和工作流模型的可持续供应链调度

Fu-Shiung Hsieh
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引用次数: 8

摘要

全球竞争、日益缩短的产品生命周期以及来自环境保护的压力,正迫使企业探索更灵活、更可持续的供应链实践。在这些需求的激励下,本文旨在研究如何利用最先进的信息技术实现可持续供应链的敏捷性。我们的目标是开发架构并提出一种解决方案方法,以赋予参与者快速、灵活和经济高效地配置可持续供应链网络的能力。由于计算复杂性、分布式架构和不同合作伙伴工作流之间的依赖性,在可持续供应链中管理工作流是一个具有挑战性的问题。为了应对这些挑战,我们提出了一个框架来实现连贯一致的工作流,可以满足基于多智能体系统(MAS)的订单需求。为了实现软件开发的可持续性,减少软件开发的成本和时间,我们提出了一种结合契约网协议、工作流模型和优化理论的方法。我们实现了一个基于工业标准的原型系统,包括FIPA和Petri网工作流规范模型。我们通过一个应用程序场景来说明我们的方法的好处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scheduling Sustainable Supply Chains Based on Multi-agent Systems and Workflow Models
Global competition, ever shorter product life cycles and pressure from environmental protection are forcing companies to explore more agile and sustainable supply chain practices. Motivated by these needs, this paper aims to study how to achieve agility in sustainable supply chains by exploiting the state of the art information technologies. Our goal is to develop architecture and propose a solution methodology to endow the actors with the ability to configure sustainable supply chain network quickly, flexibly and cost effectively. Managing workflows in sustainable supply chains is a challenging issue due to the computational complexity involved, distributed architecture and dependency among different partners' workflows. To respond to these challenges, we propose a framework to achieve coherent and consistent workflows that can meet order requirements based on multi-agent systems (MAS). To achieve sustainability and reduce the cost and time involved in software development, we propose an approach that combines contract net protocol, workflow models and optimization theory. We implement a prototype system based on industrial standards, including FIPA and the Petri net workflow specification model. We illustrate the benefits of our approach by an application scenario.
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