Extended Active Learning Method

Details Extended Active Learning Method Extended Active Learning Method

2010-11-10

arxiv.org/abs/1011.2512v2

Computer Science

Artificial Intelligence

18 pages, 26 figures, 2 tables, submitted to the control engineering practice of Elsevier

Scientific paper

Active Learning Method (ALM) is a soft computing method which is used for modeling and control, based on fuzzy logic. Although ALM has shown that it acts well in dynamic environments, its operators cannot support it very well in complex situations due to losing data. Thus ALM can find better membership functions if more appropriate operators be chosen for it. This paper substituted two new operators instead of ALM original ones; which consequently renewed finding membership functions in a way superior to conventional ALM. This new method is called Extended Active Learning Method (EALM).

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