协作网络系统的动态策略
Dynamic Policies for Cooperative Networked Systems
摘要：
嵌入网络图中的一组经济实体通过机会主义地交换其资源以满足其动态生成的需求来进行协作。在什么条件下，他们的合作会带来可持续的经济？哪种在线策略可以确保获得可行的资源交换点，以及实施该策略需要哪些信息？此外，假设有不同的资源和实体有不同的生产能力，生产政策，每个实体应该采用，以最大限度地提高经济的可持续性？重要的是，我们是否能够设计出即使在没有关于实体需求的先验信息的情况下也具有激励相容性的政策？我们引入了一个动态生产调度和资源交换模型来捕捉这个基本问题，并提供上述问题的答案。应用范围从基础设施共享、贸易和组织管理到社交网络和共享经济服务。
英文摘要：
A set of economic entities embedded in a network graph collaborate by opportunistically exchanging their resources to satisfy their dynamically generated needs. Under what conditions their collaboration leads to a sustainable economy? Which online policy can ensure a feasible resource exchange point will be attained, and what information is needed to implement it? Furthermore, assuming there are different resources and the entities have diverse production capabilities, which production policy each entity should employ in order to maximize the economy's sustainability? Importantly, can we design such policies that are also incentive compatible even when there is no a priori information about the entities' needs? We introduce a dynamic production scheduling and resource exchange model to capture this fundamental problem and provide answers to the above questions. Applications range from infrastructure sharing, trade and organisation management, to social networks and sharing economy services.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
