摘要
由神经、内分泌和免疫这3个生物系统可分别引发人工神经网络(ANN)、人工内分泌系统(AES)和人工免疫系统(AIS).它们三者所组成的“神经内分泌免疫网络”在生物系统中扮演着维持动态平衡的重要角色.为此,提出一种将ANN、AES和AIS进行集成的计算智能的新框架,称之为“生物网络结构”,并讨论了其中应着重关注的研究方向和思路,从而使人们在此框架的基础上研究其理论和应用技术,更好地满足复杂系统对计算智能的应用需求.
Recently, artificial neural networks （ANN）, artificial immune systems （AIS）, and artificial endocrine systems （AES） have been inspired respectively from neural systems, immune systems, and endocrine systems. The neuro-endocrine-immune network composed of these three systems plays an important role in maintaining homeostasis in biological systems. A new scheme for computational intelligence is proposed by integrating ANN, AIS, and AES into a ＂bio-network architecture＂. The important research direction and ideas on its theory and application are discussed to better satisfy the application requirements of computational intelligence for complex systems.
出处
《智能系统学报》
2007年第2期26-30,共5页
CAAI Transactions on Intelligent Systems
基金
国家自然科学基金资助项目(60534020)
教育部新世纪优秀人才支持计划资助项目(NCET-04-415)
关键词
计算智能
生物网络结构
神经网络
免疫系统
内分泌系统
神经内分泌免疫网络
computational intelligence
bionetwork architecture
neural network
immune system
endocrine system
neuro-endocrine-immune networks
