当前位置: X-MOL 学术Int. J. Prod. Econ. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Dynamic-distributed decisions and sharing protocol for fair resource sharing in collaborative network
International Journal of Production Economics ( IF 9.8 ) Pub Date : 2020-08-01 , DOI: 10.1016/j.ijpe.2020.107644
Ibrahim Yilmaz , Sang Won Yoon

Abstract This research addresses distributed decisions for dynamic partnership reformation to enhance fairness and efficiency among collaborative networked enterprises (CNEs). The aim of this research is to investigate a new sharing protocol (SP) to control CNEs. Most CNE studies are designed under a centralized SP. However, centralized SPs appear to be unfeasible or inadequate due to enterprises’ operating environments and local objectives; therefore, each CNE requires a distributed decision-making mechanism. Furthermore, market globalization and competition necessitate rapid responses to market changes and give rise to two major concerns about CNEs: (1) how can collaborations be rendered re-configurable to dynamically capture and adapt to market patterns; and (2) how can the resources of all CNEs be utilized fairly among enterprises, ensuring mutual benefits? Therefore, Dynamic-Distributed Sharing Protocol ( D 2 S P ), which is inspired by the principles of Collaborative Control Theory and Contract Net Protocol, is proposed to address these concerns. The performance of D 2 S P is evaluated by comparing with (1) static-centralized SP, (2) static-distributed SP, and (3) dynamic-centralized SP. The experimental results show that D 2 S P performs at least equally or better than centralized and static SPs in terms of total profit, fairness, scalability, and communication overhead.

中文翻译:

协同网络中资源公平共享的动态分布式决策与共享协议

摘要 本研究涉及动态伙伴关系改革的分布式决策,以提高协作网络企业 (CNE) 之间的公平性和效率。本研究的目的是研究一种新的共享协议 (SP) 来控制 CNE。大多数 CNE 研究都是在集中式 SP 下设计的。但是,由于企业的运营环境和当地目标,集中式 SP 似乎不可行或不充分;因此,每个 CNE 都需要一个分布式决策机制。此外,市场全球化和竞争需要对市场变化做出快速反应,并引发了对 CNE 的两大担忧:(1) 如何使协作可重新配置以动态捕捉和适应市场模式;(2) 如何在企业之间公平地利用所有CNEs的资源,确保互惠互利?因此,受协同控制理论和合约网络协议的原理启发,提出了动态分布式共享协议(D 2 SP)来解决这些问题。通过与(1)静态集中式SP、(2)静态分布式SP和(3)动态集中式SP进行比较来评估D 2 SP的性能。实验结果表明,D 2 SP 在总利润、公平性、可扩展性和通信开销方面的表现至少与集中式和静态 SP 相同或更好。(2) 静态分布式 SP,以及 (3) 动态集中式 SP。实验结果表明,D 2 SP 在总利润、公平性、可扩展性和通信开销方面的表现至少与集中式和静态 SP 相同或更好。(2) 静态分布式 SP,以及 (3) 动态集中式 SP。实验结果表明,D 2 SP 在总利润、公平性、可扩展性和通信开销方面的表现至少与集中式和静态 SP 相同或更好。
更新日期:2020-08-01
down
wechat
bug