The roots of granular computing

A. Bargiela, W. Pedrycz
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引用次数: 118

Abstract

Granular Computing arose as a synthesis of insights into human-centred information processing by Zadeh in the late '90s and the Granular Computing name was coined, at this early stage, by T.Y Lin. Although the name is now in widespread use, or perhaps because of it, there are calls for a clarification of the distinctiveness of Granular Computing against the background of other human-centred information processing paradigms. This study examines the basic motivation for information granulation and casts Granular Computing as a structured combination of algorithmic and non-algorithmic information processing that mimics human, intelligent synthesis of knowledge from information.
颗粒计算的根源
颗粒计算是90年代末Zadeh对以人为中心的信息处理的综合见解而产生的,颗粒计算这个名字是在这个早期阶段由T.Y Lin创造的。尽管这个名字现在被广泛使用,或者可能正因为如此,还是有人呼吁在其他以人为中心的信息处理范式的背景下,澄清颗粒计算的独特性。本研究考察了信息颗粒化的基本动机,并将颗粒计算作为算法和非算法信息处理的结构化组合,模仿人类从信息中智能合成知识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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