全分布式系统中基于偏好的资源预留方法

IF 0.6 Q4 COMPUTER SCIENCE, THEORY & METHODS Multiagent and Grid Systems Pub Date : 2020-02-10 DOI:10.3233/mgs-190317
Ningkui Wang, Hayfa Zgaya-Biau, P. Mathieu, S. Hammadi
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引用次数: 0

摘要

多代理资源分配(multi - agent Resource Allocation, MARA)是一个用于寻找在代理之间分配一组资源的解决方案的领域。到目前为止,已经提出了许多基于效用和声誉的方法。在本文中,我们开发了一种基于偏好的资源保留方法,用于由完全无私的主体组成的系统中的资源分配。偏好,定义为对所需资源的满意程度,对资源配置有至关重要的影响。重要性也被用来表示一个特定属性需要的程度。在系统中,agent与半本地的友端进行通信,交换信息,预留资源。最后,发送确认或取消消息以获取或释放保留的资源。数值算例表明了该方法的合理性和有效性。
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Preference-based resource reservation method for resource allocation in full distributed systems
Multiagent Resource Allocation (MARA) is a field to find out solutions that distribute a set of resources among agents. Heretofore, lots of utility-and reputation-based approaches have been proposed. In this paper, we develop a preference-based resource reservation approach for resource allocation in a system that consists of entirely selfless agents. Preference, defined as the satisfaction of required resources, has a crucial impact on resource allocation. The importance degree is also adopted to represent the extent to which a particular attribute is needed. In the system, agents communicate with semi-local friends to exchange information as well as reserving resources. Finally, a confirmation or cancelation message is sent to obtain or release the reserved resources. Numerical examples are given to show the rationality and effectiveness of the proposed method.
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来源期刊
Multiagent and Grid Systems
Multiagent and Grid Systems COMPUTER SCIENCE, THEORY & METHODS-
CiteScore
1.50
自引率
0.00%
发文量
13
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