Soft Computing with NeuroFuzzy systems


Soft Computing with NeuroFuzzy systems
by: Jovan Pehcevski
Publisher finelybook 出版社: Arcler Press (November 1,2020)
Language 语言: English
Print Length 页数: 312 pages
ISBN-10: 1774077795
ISBN-13: 9781774077795


Book Description
By finelybook

This book covers different topics from soft computing and neuro-fuzzy systems,including intelligent neuro-fuzzy models,adaptive neuro-fuzzy systems,neuro-fuzzy inference systems,and neuro-fuzzy control. Section 1 focuses on intelligent neuro-fuzzy models,describing fuzzy-neuro model for intelligent credit risk management; method to improve airborne pollution forecasting by: using ant colony optimization; TSK-type recurrent neuro-fuzzy systems for fault prognosis; and neuro-fuzzy model for QoS based selection of web service. Section 2 focuses on adaptive neuro-fuzzy systems,describing adaptive neuro-fuzzy logic system for heavy metal sorption in aquatic environments; automatic heart disease diagnosis system based on artificial neural network (ANN); reliability estimation of services oriented systems using adaptive neuro fuzzy inference system; and prediction of soil fractions (sand,silt and clay) in surface layer based on natural radionuclides concentration. Section 3 focuses on neuro-fuzzy inference systems,describing adaptive neuro-fuzzy inference system for prediction of effective thermal conductivity of polymer-matrix composites; application of adaptive neuro-fuzzy inference system in supply chain management evaluation; application of the adaptive neuro-fuzzy inference system for optimal design of reinforced concrete beams; comparison between neural network and adaptive neuro-fuzzy inference system for forecasting chaotic traffic volumes; and development of an alternative method for the sovereign credit rating system based on adaptive neuro-fuzzy inference system. Section 4 focuses on neuro-fuzzy control,describing implementation of adaptive neuro fuzzy inference system in speed control of induction motor drives; neuro-fuzzy based interline power flow controller for real time power flow control in multiline power system; controlling speed of dc motor with fuzzy controller in comparison with ANFIS controller; a neuro-fuzzy controller for collaborative applications in robotics using LabVIEW; and adaptive fuzzy sliding mode control scheme for robotic systems
此内容查看价格为4积分(VIP免费),请先
Soft Computing with NeuroFuzzy systems 9781774077795.pdf

相关文件下载地址

下载地址 Download解决验证以访问链接!
打赏
未经允许不得转载:finelybook » Soft Computing with NeuroFuzzy systems

评论 抢沙发

觉得文章有用就打赏一下

您的打赏,我们将继续给力更多优质内容

支付宝扫一扫

微信扫一扫