Artificial Intelligence for Cognitive Modeling: Theory and...

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Computers - Artificial Intelligence (AI)
Artificial Intelligence for Cognitive...

Artificial Intelligence for Cognitive Modeling: Theory and Practice

Name: Artificial Intelligence for Cognitive Modeling: Theory and Practice
ISBN: 9783222320323

Pijush Dutta, Souvik Pal, Asok Kumar, Korhan Cengiz

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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.

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 problems 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.

种类:

Computers - Artificial Intelligence (AI)

年:

2023

语言:

english

页:

295

ISBN 10:

1003216005

ISBN 13:

9783222320323