Modelling and Reasoning with Vague Concepts (Studies in Computational Intelligence)

Modelling and Reasoning with Vague Concepts (Studies in Computational Intelligence)
Автор
 
Год
 
Страниц
 
246
ISBN
 
0387290567
Издатель
 
Cisco Press
Категория
 
Новинки Интеллекта

Описание:

Vagueness is central to the flexibility and robustness of natural language descriptions. Vague concepts are robust to the imprecision of our perceptions, while still allowing us to convey useful, and sometimes vital, information. The study of vagueness in Artificial Intelligence (AI) is therefore motivated by the desire to incorporate this robustness and flexibility into intelligent computer systems. Such a goal, however, requires a formal model of vague concepts that will allow us to quantify and manipulate the uncertainty resulting from their use as a means of passing information between autonomous agents. This volume outlines a formal representation framework for modelling and reasoning with vague concepts in Artificial Intelligence. The new calculus has many applications, especially in automated reasoning, learning, data analysis and information fusion. This book gives a rigorous introduction to label semantics theory, illustrated with many examples, and suggests clear operational...

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