Computational Networks and Competition-Based Models

Computational Networks and Competition-Based Models

Solving Complex Causal Interactions

LAP Lambert Academic Publishing ( 21.05.2010 )

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Reasoning is a cognitive task ubiquitous everywhere: diagnosis, planning, scientific theory formation, speech understanding, etc. Unfortunately, solving reasoning problems is still difficult for most advanced machines since it is NP-Complete. The use of artificial intelligence techniques, and especially neural networks, seems to be a promising direction which can solve these problems to a satisfactory level and in reasonable time scales. In this thesis, we distinguish two categories of causal reasoning; namely cause-to-effect and effect-to- cause. Then, we propose algorithms to solve both categories and compare their performance with already existing proposals in the scientific literature.

Детали книги:

ISBN-13:

978-3-8383-1130-2

ISBN-10:

3838311302

EAN:

9783838311302

Язык книги:

English

By (author) :

Lotfi Ben Romdhane

Количество страниц:

208

Опубликовано:

21.05.2010

Категория:

Информатика, ИТ