Artificial Intelligence for Cognitive Modeling

Theory and Practice

By: Pijush Dutta, Souvik Pal, Asok Kumar

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Hardcover | 19 April 2023 | Edition Number 1

At a Glance

Hardcover
296 Pages

Dimensions(cm)
25.4 x 17.78 x 1.75

Hardcover

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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.

Key Features:

A detailed description of basic intelligent techniques(Fuzzy logic, Genetic algorithm & neural network using MATLAB)
A detailed description of the hybrid intelligent technique: Adaptive fuzzy inference technique(ANFIS)
Formulation of the nonlinear model like Analysis of ANOVA & Response Surface Methodology
Variety of solved problem on ANOVA & RSM
Case studies of above mentioned intelligent techniques on the different process control system

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.

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