Genetic Algorithms Principles Towards Hidden Markov Model

In this paper we propose a general approach based on Genetic Algorithms (GAs) to evolve Hidden Markov Models (HMM). The problem appears when experts assign probability values for HMM, they use only some limited inputs. The assigned probability values might not be accurate to serve in other cases rel...

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Bibliographic Details
Main Author: Nabil M. Hewahi
Format: Article
Language:English
Published: EduSoft publishing 2011-10-01
Series:Brain: Broad Research in Artificial Intelligence and Neuroscience
Subjects:
Online Access:http://brain.edusoft.ro/index.php/brain/article/view/232