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Electronic Book

Title Applications of computational intelligence in multi-disciplicary research [electronic resource] / edited by Ahmed A. Elngar [and more].

Imprint London, United Kingdom : Academic Press, 2022.

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Location Call No. OPAC Message Status
 Axe Elsevier ScienceDirect Ebook  Electronic Book    ---  Available
Description 1 online resource
Summary Applications of Computational Intelligence in Multi-Disciplinary Research provides the readers with a comprehensive handbook for applying the powerful principles, concepts, and algorithms of computational intelligence to a wide spectrum of research cases. The book covers the main approaches used in computational intelligence, including fuzzy logic, neural networks, evolutionary computation, learning theory, and probabilistic methods, all of which can be collectively viewed as soft computing. Other key approaches included are swarm intelligence and artificial immune systems. These approaches provide researchers with powerful tools for analysis and problem-solving when data is incomplete and when the problem under consideration is too complex for standard mathematics and the crisp logic approach of Boolean computing. Provides an overview of the key methods of computational intelligence, including fuzzy logic, neural networks, evolutionary computation, learning theory, and probabilistic methods Includes case studies and real-world examples of computational intelligence applied in a variety of research topics, including bioinformatics, biomedical engineering, big data analytics, information security, signal processing, machine learning, nanotechnology, and optimization techniques Presents a thorough technical explanation on how computational intelligence is applied that is suitable for a wide range of multidisciplinary and interdisciplinary research.
Subject Computational intelligence.
Soft computing.
Artificial intelligence.
Research.
Artificial Intelligence
Research
Research Design
Intelligence informatique.
Informatique douce.
Intelligence artificielle.
Recherche.
artificial intelligence.
research (function)
Computational intelligence
Soft computing
Added Author Elngar, Ahmed A.
Other Form: Print version: 0128239786 9780128239780 (OCoLC)1258782129
ISBN 9780128241769 (electronic bk.)
0128241764 (electronic bk.)
9780128239780
0128239786
Standard No. AU@ 000070812580
AU@ 000077595150

 
    
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