多智能体系统生产知识库的软量化

S. Fomicheva
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引用次数: 4

摘要

在多代理系统中,代理使用黑板、“白”页和“黄页”上的消息进行通信。它假设消息不仅包含数据,还包含知识。本文讨论了知识量化的方法(软知识编码)。我们已经证明了一些陈述,这些陈述允许你对经典的可加性模糊模型进行同构变换,在实数领域中工作,到它们的类似物也能在有限伽罗瓦领域中起作用。同胚(拓扑同构)考虑了模糊和神经模糊模型。给出了作者提出的知识库软编码算法。这种同构和同构变换的存在使得智能体的知识库能够以度量空间和拓扑空间中的可加模糊系统和神经模糊系统的形式充分量化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Soft quantization of the production's knowledgebases for multi-agent systems
In multi-agent systems, agents communicate using message on the BlackBoards, “White” and “Yellow” pages. It is assuming that the messages contain not only data, but also knowledge. The approaches to the knowledge quantization (soft knowledge coding) are considering in this article. We have proved the statements that allow you to perform isomorphic transformations for the classical additive fuzzy models, working in the field of real numbers, to their analogs able to function in the finite Galois fields also. The homeomorphism (topological isomorphism) considered fuzzy and neuro-fuzzy models. Given author's soft coding algorithm for knowledgebase. The existence of such isomorphic and homeomorphic transformations lead to the possibility of an adequate quantization the agent's knowledgebase, presented in the form of an additive fuzzy and neuro-fuzzy systems in both metric and topological spaces.
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