Fusion of Computational Intelligence Techniques and Their Practical Applications
Author(s) -
Rahib H. Abiyev,
R.A. Aliev,
Okyay Kaynak,
İ.B. Türkşen,
Karl Walter Bonfig
Publication year - 2015
Publication title -
computational intelligence and neuroscience
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.605
H-Index - 52
eISSN - 1687-5273
pISSN - 1687-5265
DOI - 10.1155/2015/463147
Subject(s) - computational intelligence , computer science , computational complexity theory , variety (cybernetics) , artificial intelligence , field (mathematics) , complex system , computational model , fuzzy logic , artificial neural network , evolutionary computation , evolutionary algorithm , machine learning , management science , algorithm , engineering , mathematics , pure mathematics
Computational intelligence techniques inspired by evolution, by nature, and by the brain are playing an important role in the solution of complex real-world problems. Fusion of computational intelligence techniques integrates neural networks, fuzzy systems, and evolutionary computing into a system design that enables handling of complexity and managing of uncertainty and imprecision. Each respective technique enhances the capability of the other and the fusion of these paradigms in system design offsets the demerits of one paradigm by the merits of another. Recently, computational intelligence techniques have been widely applied to a wide variety of complex problems, including engineering, science, and business. However, due to complexity and uncertainty in these problems, it becomes difficult to find out the optimal solution of the problems. Hereby it is necessary to consider the latest trends and developments in the field of fusion of computational intelligence techniques and to develop efficient computational models for solving practical problems. Fusion of computational intelligence techniques covers the spectrum of applications, comprehensively demonstrating the advantages of fusion techniques in industrial applications that deal with various kinds of inaccuracies and uncertainties.
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