A framework for designing of genetic operators automatically based on gene expression programming and differential evolution

Jiang, Dazhi; Tian, Zhihang; He, Zhihui; Tu, Geng; Huang, Ruihong

doi:10.1007/s11047-020-09830-2

Cited by 4 publications

(1 citation statement)

References 26 publications

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“…In this article, OCC cognitive emotion model and D. Price's emotional intensity equation are combined and reconstructed, and a dynamic narrative emotional model is proposed to analyze the players' emotional response patterns. Based on the cognitive appraisal theory, Kim and Kwon and Jiang et al 17,20,21 proposed a computational model of event evaluation which was developed for each appraisal criteria and the robot's emotions during the task can lead to a better human–robot interaction experience. Ayesh and Blewitt 22,23 proposed models for affective computing from psychological theories using type I and II fuzzy logic.…”

Section: Related Workmentioning

confidence: 99%

A computational model of emotion based on audio‐visual stimuli understanding and personalized regulation with concurrency

Jiang

Jin

Zhuang

et al. 2021

Concurrency and Computation

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The target of Emotion modeling is to establish an system that can perceive, recognize, and express emotions with concurrency which humanity have by proper mathematical models. A big challenge in Emotion modeling is to establish the complex personal system of an intelligent agent or machine in a quasi‐physical and quasi‐sociological way, so that it rationally responds to emotions and behaviors by different internal and external stimuli with concurrency. For this purpose, an emotion classification model is presented for the audio‐visual external stimuli based on an improved long short‐term memory network. Then, based on Gross's emotional regulation theory, a hidden Markov model is constructed to imitate the process framework of human emotional cognition and personalized emotional regulation and expression, so as to realize the machine's intuitive and reasonable response to stimuli with concurrency. In this article, a framework of machine personalized artificial emotion simulation is preliminarily constructed, which provides a new model for human–computer interaction, in order to provide a reference solution for machine emotion understanding and expression.

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Section: Related Workmentioning

confidence: 99%