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The Impact of the 'Nogood Processor' Technique in Scale-Free Networks

机译:“无良处理器”技术在无标度网络中的影响

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DisCSPs are composed of agents that manage variables which are connected by constraints, various algorithms for solving DisCSPs are searching through this network of constraints. The scale-free graphs have been proposed as a generic and universal model of network topologies that exhibit power-law distributions in the connectivity of network nodes. Little research was done concerning the network structure for DisCSP and in particular for scale-free networks. The asynchronous searching techniques are characterized by the occurrence of the nogood values during the search for the solution. In this article we analyzed the distribution of nogood values to agents and the way to use the information stored in the nogood, what we will call the nogood processor technique. We examine the effect of nogood processor for networks that have a scale-free structure. We develop a novel way for the distribution of nogood values to agents, the experiments show that it is more effective for several families of asynchronous techniques.
机译:DisCSP由管理变量(由约束连接)的代理组成,各种解决DisCSP的算法正在此约束网络中进行搜索。已经提出了无标度图作为网络拓扑的通用模型,该模型在网络节点的连通性中表现出幂律分布。关于DisCSP的网络结构,尤其是无标度网络的研究很少。异步搜索技术的特征是在搜索解决方案期间出现不良值。在本文中,我们分析了不良价值向代理的分布以及使用存储在不良信息中的信息的方式,这就是所谓的不良处理器技术。我们研究了无良处理器对具有无标度结构的网络的影响。我们开发了一种将不良价值分配给代理的新颖方法,实验表明,该方法对于几种异步技术系列更为有效。

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