Toward a generalized theory of uncertainty (GTU) - an outline

Toward a generalized theory of uncertainty (GTU) - an outline
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DOI:
10.1109/grc.2005.1547227
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发表时间:
2005-07
期刊:
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影响因子:
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通讯作者:
L. Zadeh
L. Zadeh
中科院分区:
其他
文献类型:
--
作者:
L. Zadeh

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将不确定性视为概率论的一个领域是科学中根深蒂固的传统。本文所概述的广义不确定性理论(GTU)打破了这一传统,从更广阔的视角看待不确定性。不确定性是信息的一种属性。GTU的一个基本前提是,信息,无论其形式如何,都可以表示为所谓的广义约束。广义约束的概念是GTU的核心。
It is a deep-seated tradition in science to view uncertainty as a province of probability theory. The generalized theory of uncertainty (GTU), which is outlined in this paper, breaks with this tradition and views uncertainty in a broader perspective. Uncertainty is an attribute of information. A fundamental premise of GTU is that information, whatever its form, may be represented as what is called a generalized constraint. The concept of a generalized constraint is the centerpiece of GTU.