分布式资源分配问题的约束维护系统

P. Prosser, C. Conway, Claude Muller
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引用次数: 35

摘要

将资源分配给活动的问题可以分解成子问题,而这些子问题又可以依次分布在解决问题的代理群体中。分布可能是由于问题的地理性质,也可能反映活动发生的组织结构。然而,人们可能会预期子问题之间存在某种程度的耦合。资源可能在代理之间共享,活动之间可能存在关系。这可能导致代理做出的决策在局部是一致的,但在全局是不一致的。因此,需要一种机制来尝试维护代理之间的一致性,并检测(并可能避免)代理之间发生的冲突。本文描述了一个解决这个问题的系统,即分布式约束维护系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A constraint maintenance system for the distributed resource allocation problem
The problem of allocating resources to activities may be decomposed into sub-problems, and these sub-problems may in turn be distributed across a society of problem-solving agents. Distribution may be due to the geographical nature of the problem, or may reflect the structure of the organisation within which the activities take place. However, one might anticipate some degree of coupling between sub-problems. Resources may be shared between agents, and relations may exist between activities. This may lead to agents making decisions that are locally consistent, but globally inconsistent. Therefore, one requires a mechanism that will attempt to maintain consistency between agents and detect (and possibly avoid) conflicts that occur between agents. A system that addresses this problem is described, i.e., the distributed constraint maintenance system.
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