Publication | Closed Access
Introducing Belbic: Brain Emotional Learning Based Intelligent Controller
353
Citations
13
References
2004
Year
EngineeringAffective NeuroscienceMotor ControlIntelligent SystemsTermed BelbicSocial SciencesAffective ComputingAbstract Modeling EmotionsSystems EngineeringDecision MakingControl ApplicationCognitive ScienceMechatronicsIntelligent ControlBrain Emotional LearningControl DesignControl EngineeringComputational NeuroscienceMechanical SystemsProcess ControlNeuroscienceBraincomputer InterfaceEmotionEmotion Recognition
Abstract Modeling emotions has attracted much attention in recent years, both in cognitive psychology and design of artificial systems. Far from being a negative factor in decision making, emotions have shown to be a strong faculty for making fast satisficing decisions. In this paper, we have adapted a computational model based on the limbic system in the mammalian brain for control engineering applications. We applied the proposed controller (termed BELBIC) for some SISO, MIMO and nonlinear systems. Our results demonstrate excellent control action, disturbance handling and system parameter robustness for BELBIC.
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