软计算和模糊逻辑在智能系统的概念、设计和部署中的作用

L. A. Zadeh
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引用次数: 25

摘要

模糊信息粒化(IG)是人类推理和概念形成的核心。正是模糊IG的这一方面,奠定了它在智能系统的概念和设计中的重要作用。可以确定的是,有许多任务是人类可以轻松完成的,如果不使用模糊信息粒化,机器就无法完成。这一结论对人工智能具有发人深省的意义:如果没有模糊IG的方法论,人工智能就无法实现其目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The roles of soft computing and fuzzy logic in the conception, design and deployment of intelligent system
Fuzzy information granulation (IG) is central to human reasoning and concept formation. It is this aspect of fuzzy IG that underlies its essential role in the conception and design of intelligent systems. What is conclusive is that there are many tasks which humans can perform with ease and that no machine could perform without the use of fuzzy information granulation. This conclusion has a thought-provoking implication for AI: without the methodology of fuzzy IG in its armamentarium, AI cannot achieve its goals.
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