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Information granulation and its contrality in human and machine intelligence

机译:信息粒度及其在人机智能中的矛盾

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摘要

In our quest for machines which are capable of performing non-trivial human tasks, we are developing a better understanding of the centrality of information granulation in huamn cognition, human reasoning and human decision-making. In many contexts, information granulation is a relectionof the finiteness of human ability to resolve detail and store information. In many other contexts, granulation is employed to solve a complex problem by partitioning if into simpler subproblems. This is the essence of the strategy of divide and conquer.
机译:在寻求能够执行非平凡的人类任务的机器时,我们正在更好地理解信息粒化在Huan认知,人类推理和人类决策中的核心地位。在许多情况下,信息粒度化是人类解析细节和存储信息的能力的局限性的体现。在许多其他情况下,通过将粒度划分为更简单的子问题,可以使用制粒来解决复杂的问题。这就是分而治之战略的本质。

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