基于优先驱动代理的零售供应链管理系统

R. Rupasinghe, S. Ratnayake, A. Karunananda
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引用次数: 1

摘要

供应链管理包括对参与业务流程的供应商和零售商进行计划和管理。这些实体在一个分布式和相互关联的复杂世界中运行,表现为不断变化的动态系统,具有许多不确定性。这些系统不能通过传统技术来建模,因为传统技术假定系统在执行过程中是稳定的。为了解决上述问题,我们假设了一个多智能体系统来模拟供应链管理中的过程。该系统能够根据动态请求创建多个agent,并通过传递消息在agent之间建立协商,以达到满足供应商和零售商需求的最佳交易。代理执行成功或无法竞争,只有在必要时才会自杀,并重新提出更好的策略,从而节省了执行代理系统的计算资源。该系统已在各种可能的情况下进行了测试,并发现该系统能够成功地对供应链管理的复杂领域进行建模。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Priority driven agent based retail supply chain management system
Supply chain management involves planning and management of suppliers and retailers that are engaged in a business process. These entities operate in a distributed and interconnected complex world that manifests in ever-changing dynamic systems with lots of uncertainty. Those systems cannot be modeled by traditional techniques that assume the stability of a system during execution. In addressing the above issue, we have postulated a multi agent system to emulate process in supply chain management. The system is able to create multiple Agents upon the dynamic requests and enables passing messages to establish negotiations among agents to achieve the best deals to satisfy requirements of both suppliers and the retailers. The agents execute successfully or they could not compete, kill themselves and come up with better strategies again only when necessary, thereby saving the computing resources to execute the agent system. The system has been tested for various possible cases and found to be successful for modeling the complex domain of supply chain management.
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