Preference-based resource reservation method for resource allocation in full distributed systems

被引:0
|
作者
Wang, Ningkui [1 ]
Zgaya-Biau, Hayfa [1 ]
Mathieu, Philippe [1 ]
Hammadi, Slim [1 ]
机构
[1] Univ Lille, Ctr Rech Informat Signal & Automat Lille, CRIStAL, Cent Lille,UMR 9189,CNRS, F-59000 Lille, France
关键词
Multiagent system; resource allocation; reservation; preference; MULTIAGENT; REPRESENTATION; MODEL;
D O I
10.3233/MGS-190317
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
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.
引用
收藏
页码:359 / 374
页数:16
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