期刊名称:International Journal of Advances in Soft Computing and Its Applications
印刷版ISSN:2074-8523
出版年度:2010
卷号:2
期号:2
出版社:International Center for Scientific Research and Studies
摘要:In mammalians, brain Limbic System is responsible for emotional process. An important part of motor learning as well as attention is formed by the system. Brain Emotional Learning (BEL) process of mammalians has been mathematically modeled. Based on the model, a controller architecture called Brain Emotional Learning Based Intelligent Controller (BELBIC) has been developed. Emotional Learning is a powerful methodology in real time control and decision systems due to low computational complexity and fast training where the gradient based methods and evolutionary algorithms are hard to be applied because of their high computational complexity. In this paper, the emotional processes and the Limbic System will be reviewed. In addition, the utilization of BELBIC model in variety of applications of control system will be examined. The results of simulations demonstrate control systems based on BELBIC have good performances
关键词:Limbic System; Emotional Learning; BELBIC; Control System