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Artificial Intelligence for Cognitive Modeling : Theory and Practice - Pijush Dutta

Artificial Intelligence for Cognitive Modeling

Theory and Practice

By: Pijush Dutta, Souvik Pal, Asok Kumar, Korhan Cengiz

eText | 19 April 2023 | Edition Number 1

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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 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.

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You Can Find This eBook In

Non-FictionComputing & I.T.Computer ScienceSystems Analysis & DesignArtificial IntelligenceMachine LearningInformation Technology General IssueDigital Lifestyle & Online World: Consumer & User GuidesComputer Games & Online Games Strategy GuidesMathematicsEngineering & TechnologyEnvironmental Science
Electronics & Communications EngineeringElectronics EngineeringAutomatic Control Engineering

Other Editions and Formats

Paperback

Published: 19th December 2024

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