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Artificial Intelligence for Cognitive Modeling
- Theory and Practice
Engelsk
Bogcover for Artificial Intelligence for Cognitive Modeling af Korhan Cengiz, Pijush Dutta, Souvik Pal, Asok Kumar, 9781032461397
Specifikationer
Sprog:
Engelsk
Sider:
277
ISBN-13:
9781032461397
Indbinding:
Paperback
ISBN-10:
103246139X
Udg. Dato:
19 dec 2024
Størrelse i cm:
17,8 x 25,4 x 1,9
Oplagsdato:
19 dec 2024
Paperback 2024
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
277
ISBN-13:
9781032461397
Indbinding:
Paperback
ISBN-10:
103246139X
Udg. Dato:
19 dec 2024
Størrelse i cm:
17,8 x 25,4 x 1,9
Oplagsdato:
19 dec 2024
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