[1]胡志强,李文静,乔俊飞.带扰动的变频正弦混沌神经网络研究[J].智能系统学报,2018,13(4):493-499.[doi:10.11992/tis.201703003]
 HU Zhiqiang,LI Wenjing,QIAO Junfei.Frequency-conversion sinusoidal chaotic neural network with disturbance feature[J].CAAI Transactions on Intelligent Systems,2018,13(4):493-499.[doi:10.11992/tis.201703003]
点击复制

带扰动的变频正弦混沌神经网络研究

参考文献/References:
[1] HOPFIELD J J, TANK D W. "Neural" computation of decisions in optimization problems[J]. Biological cybernetics, 1985, 52(3):141-152.
[2] WANG Jiahai, CAI Yiqiao, YIN Jian. Multi-start stochastic competitive Hopfield neural network for frequency assignment problem in satellite communications[J]. Expert systems with applications, 2011, 38(1):131-145.
[3] CHEN Luonan, AIHARA K. Chaotic simulated annealing by a neural network model with transient chaos[J]. Neural networks, 1997, 8(6):915-930.
[4] ZHANG Jiahai, XU Yaoqun. Wavelet chaotic neural networks and their application to continuous function optimization[J]. Natural science, 2009, 1(3):204-209.
[5] LIU Xiangdong, XIU Chunbo. A novel hysteretic chaotic neural network and its applications[J]. Neurocomputing, 2007, 70(13/14/15):2561-2565.
[6] ZHAO Lin, SUN Ming, CHENG Jianhua, et al. A novel chaotic neural network with the ability to characterize local features and its application[J]. IEEE transactions on neural networks, 2009, 20(4):735-742.
[7] 胡志强, 李文静, 乔俊飞. 变频正弦混沌神经网络及其应用[J]. 物理学报, 2017, 66(9):090502. HU Zhiqiang, LI Wenjing, QIAO Junfei. Frequency conversion sinusoidal chaotic neural network and its application[J]. Acta physica sinica, 2017, 66(9):090502.
[8] HSU C C, GOBOVIC D, ZAGHLOUL M E, et al. Chaotic neuron models and their VLSI circuit implementations[J]. IEEE transactions on neural networks, 1996, 7(6):1339-1350.
[9] SHUAI Jianwei, CHEN Zhenxiang, LIU Riutang, et al. Self-evolution neural model[J]. Physics letters A, 1996, 221(5):311-316.
[10] POTAPOV A, ALI M K. Robust chaos in neural networks[J]. Physics letters A, 2000, 277(6):310-322.
[11] SIH G C, TANG K K. Sustainable reliability of brain rhythms modeled as sinusoidal waves with frequency-amplitude trade-off[J]. Theoretical and applied fracture mechanics, 2012, 61:21-32.
[12] 韩广, 乔俊飞, 韩红桂, 等. 基于Hopfield神经网络的污水处理过程优化控制[J]. 控制与决策, 2014, 29(11):2085-2088. HAN Guang, QIAO Junfei, HAN Honggui, et al. Optimal control for waste-water treatment process based on Hopfield neural network[J]. Control and decision, 2014, 29(11):2085-2088.
[13] CHEN S S. Chaotic simulated annealing by a neural network with a variable delay:design and application[J]. IEEE transactions on neural networks, 2011, 22(10):1557-1565.
[14] GARCíA L, TALAVáN P M, Yá?EZ J. Improving the Hopfield model performance when applied to the traveling salesman problem[J]. Soft computing, 2017, 21(14):3891-3905.
相似文献/References:
[1]许楠,刘桂阳,徐耀群.带有高斯扰动的混沌神经网络及应用[J].智能系统学报,2014,9(4):444.[doi:10.3969/j.issn.1673-4785.201308013]
 XU Nan,LIU Guiyang,XU Yaoqun.A novel chaotic neural network with Gaussian disturbance and its application[J].CAAI Transactions on Intelligent Systems,2014,9():444.[doi:10.3969/j.issn.1673-4785.201308013]

备注/Memo

收稿日期:2017-03-02。
基金项目:国家自然科学基金重点项目(61533002);国家自然科学基金青年科学基金项目(61603009);中国博士后科学基金项目(2015M570910);朝阳区博士后研究基金项目(2015ZZ-6);北京工业大学基础研究基金项目(002000514315501).
作者简介:胡志强,男,1988年生,博士研究生,主要研究方向为混沌动力学、混沌神经网络、污水处理建模与仿真、智能优化算法。发表学术论文6篇,其中被SCI收录2篇,EI收录2篇;李文静,女,1985年生,讲师,博士。主要研究方向为神经计算、人工神经网络、模式识别。申请美国发明专利1项。作为项目负责人先后获得国家自然科学基金青年项目、中国博士后第57批面上资助、北京市博士后科研活动经费资助。近五年来,发表学术论文10余篇,其中SCI收录8篇;乔俊飞,男,1968年生,教授,博士生导师。中国人工智能学会科普工作委员会主任,中国自动化学会理事,主要研究方向为智能信息处理、智能控制理论与应用。获教育部科技进步奖一等奖和北京市科学技术奖三等奖各1项。获得发明专利20余项。发表学术论文100余篇,其中被SCI收录20余篇,EI收录60余篇。
通讯作者:胡志强.E-mail:zacharyhu33@163.com.

更新日期/Last Update: 2018-08-25
Copyright © 《 智能系统学报》 编辑部
地址:(150001)黑龙江省哈尔滨市南岗区南通大街145-1号楼 电话:0451- 82534001、82518134 邮箱:tis@vip.sina.com