Stability analysis on resource matching in crowdsourced manufacturing
Stability analysis on resource matching in crowdsourced manufacturing
复制标题
众包制造资源匹配的稳定性分析
DOI：
10.1016/j.procir.2019.03.070
复制
发表时间：
2019
期刊：
影响因子：
--
通讯作者：
Kokuryo Daisuke
中科院分区：
文献类型：
--
作者：
Chida Takafumi;Kaihara Toshiya;Fujii Nobutada;Kokuryo Daisuke
最近，众包制造概念引起了人们的关注。在众包制造中，每个参与者共享他们的制造资源，以提高资产效率。为了实现这一概念，重要的是如何在资源请求和提供之间进行匹配，从而以公平的方式实现高效率。从公平性的角度来看，匹配稳定性是重要的。在本文中，我们提出了两个稳定性指标：“阻塞对的数量”和“阻塞对造成的损失”。我们评估了生产效率和匹配稳定性的一些代表性的优化方法。计算结果表明，考虑众包制造系统的特点，资源匹配选择的重要性。
Recently, the crowdsourced manufacturing concept attracts attention. In the crowdsourced manufacturing, each participant shares their manufacturing resources to improve asset efficiency. To realize this concept, it is important how to make matching between resource requests and offers which achieves high efficiency in fair way. In the view of fairness, matching stability is important. In this paper, we propose two stability indices: ‘number of blocking pairs’ and ‘loss caused by blocking pairs’. We evaluate the productivity efficiency and the matching stability of some representative optimization methods. The computational results show importance of resource matching selection considering features of crowdsourced manufacturing system.