Artificial Intelligence for Cognitive Modeling: Theory and Practice (Chapman & Hall/CRC Internet of Things) 1st Edition
by Pijush Dutta(Author), Souvik Pal(Author), Asok Kumar(Author), Korhan Cengiz(Author)
Publisher finelybook 出版社: Chapman and Hall/CRC; 1st edition (April 19, 2023)
Language 语言: English
Print Length 页数: 277 pages
ISBN-10: 1032105704
ISBN-13: 9781032105703
Book Description
This book is written in a clear and thorough way to cover both the traditional and modern uses of artificial intelligence and soft computing. It gives an in-depth look at mathematical models, algorithms, and real-world problems that are hard to solve in MATLAB. The book is intended to provide a broad and in-depth understanding of fuzzy logic controllers, genetic algorithms, neural networks, and hybrid techniques such as ANFIS and the GA-ANN model.
Features
A detailed description of basic intelligent techniques (fuzzy logic, genetic algorithm and neural network using MATLAB)
A detailed description of the hybrid intelligent technique called the adaptive fuzzy inference technique(ANFIS)
Formulation of the nonlinear model like analysis of ANOVA and response surface methodology
Variety of solved problem on ANOVA and RSM
Case studies of above mentioned intelligent techniques on the different process control systems
This book can be used as a handbook and a guide for students of all engineering disciplines, operational research areas, computer applications, and for various professionals who work in the optimization area.
