Applications of computational intelligence in multi-disciplicary research:
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...
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| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
London, United Kingdom
Academic Press
2022
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| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9780128241769/?ar |
| Zusammenfassung: | 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. |
| Umfang: | 1 Online-Ressource |
| ISBN: | 9780128241769 0128241764 |
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| spelling | Applications of computational intelligence in multi-disciplicary research edited by Ahmed A. Elngar [and more] London, United Kingdom Academic Press 2022 1 Online-Ressource Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier 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. Computational intelligence Soft computing Intelligence informatique Informatique douce Elngar, Ahmed A. MitwirkendeR ctb 0128239786 Erscheint auch als Druck-Ausgabe 0128239786 |
| spellingShingle | Applications of computational intelligence in multi-disciplicary research Computational intelligence Soft computing Intelligence informatique Informatique douce |
| title | Applications of computational intelligence in multi-disciplicary research |
| title_auth | Applications of computational intelligence in multi-disciplicary research |
| title_exact_search | Applications of computational intelligence in multi-disciplicary research |
| title_full | Applications of computational intelligence in multi-disciplicary research edited by Ahmed A. Elngar [and more] |
| title_fullStr | Applications of computational intelligence in multi-disciplicary research edited by Ahmed A. Elngar [and more] |
| title_full_unstemmed | Applications of computational intelligence in multi-disciplicary research edited by Ahmed A. Elngar [and more] |
| title_short | Applications of computational intelligence in multi-disciplicary research |
| title_sort | applications of computational intelligence in multi disciplicary research |
| topic | Computational intelligence Soft computing Intelligence informatique Informatique douce |
| topic_facet | Computational intelligence Soft computing Intelligence informatique Informatique douce |
| work_keys_str_mv | AT elngarahmeda applicationsofcomputationalintelligenceinmultidisciplicaryresearch |