استخدام الشبكات العصبية في تقدير رتب سلاسل ماركوف مع التطبيق على سلسلة جبال بطمة في محافظة نينوى

Abstract

The researcher’s have payed attention to the study of Markovian Chains, since they are considered as one of the probabilistic models which many applications have found about it in different fields, one of the important matters related to the study of Markovian chains that have attracted researcher’s attention since about half century is order estimateion. Method of order estimated depending on the Artificial Intellegent techniques such as Neural Networks.Perceptron network has been used for order discrimination and special Algorithim has been prepared for training the network. Special network has been proposed called (ONN) which has been trainied on many Markovian chains generated by simulation.This study treated realistic data collected from this area, the order of this chain is estimated as the third.