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Artificial Intelligence for Cognitive Modeling : Theory and Practice (Chapman & Hall/CRC Internet of Things)

By: Asok Kumar (Author) , Korhan Cengiz (Author) , Pijush Dutta (Author) , Souvik Pal (Author)

1 in stock

Ksh 35,000.00

Format: Hardback or Cased Book

ISBN-10: 1032105704

ISBN-13: 9781032105703

Collection / Series: Chapman & Hall/CRC Internet of Things

Collection Type: Publisher collection

Publisher: Taylor & Francis Ltd

Imprint: Chapman & Hall/CRC

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Apr 19th, 2023

Publication Status: Active

Product extent: 277 Pages

Weight: 692.00 grams

Dimensions (height x width x thickness): 18.30 x 26.10 x 2.30 cms

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This book covers both the traditional and modern uses of Artificial Intelligence and soft computing. It 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.

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.


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