Toward a theory of granular computing for human-centered information processing

被引:178
作者
Bargiela, Andrzej [1 ]
Pedrycz, Witold [2 ]
机构
[1] Univ Nottingham, Sch Comp Sci, Nottingham NG8 1BB, England
[2] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2G6, Canada
基金
英国工程与自然科学研究理事会;
关键词
granular computing (GrC); human-centered information processing; information abstraction; universal Turing machine;
D O I
10.1109/TFUZZ.2007.905912
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Human-centered information processing has been pioneered by Zadeh through his introduction of the concept of fuzzy sets in the mid 1960s. The insights that were afforded through this formalism have led to the development of the granular computing (GrC) paradigm in the late 1990s. Subsequent research has highlighted the fact that many founding principles of GrC have, in fact, been adopted in other information-processing paradigms and, indeed, in the context of various scientific methodologies. This study expands on our earlier research exploring the foundations of GrC and casting it as a structured combination of algorithmic and non-algorithmic information processing that mimics human, intelligent synthesis of knowledge from information.
引用
收藏
页码:320 / 330
页数:11
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