arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2004.05268cs.AI
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组合决策模型:一种通用智能的自然计算模型

Combinatorial Decision Dags: A Natural Computational Model for General Intelligence

SingularityNET Foundation(SingularityNET基金会);OpenCog Foundation(OpenCog基金会)

Ben Goertzel

摘要:

提出了一种新的利用组合逻辑生成高阶决策树的计算模型(CoDD)。一般智能的理论分析方面的正式理论的模式识别和模式形成的概述,并采取特别自然的形式的情况下,模式表示在CoDD语言。逻辑熵和算法信息之间的关系,香农熵和运行时的复杂性,被阐明这种方法。扩展到量子计算的情况下也简要讨论。

英文摘要:

A novel computational model (CoDD) utilizing combinatory logic to create higher-order decision trees is presented. A theoretical analysis of general intelligence in terms of the formal theory of pattern recognition and pattern formation is outlined, and shown to take especially natural form in the case where patterns are expressed in CoDD language. Relationships between logical entropy and algorithmic information, and Shannon entropy and runtime complexity, are shown to be elucidated by this approach. Extension to the quantum computing case is also briefly discussed.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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