Open AccessBook
Fuzzy and neural approaches in engineering
Lefteri H. Tsoukalas,Robert E. Uhrig +1 more
- 01 Jan 1997
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TL;DR: Fuzzy and Neural Approaches in Engineering presents a detailed examination of the fundamentals of fuzzy systems and neural networks and then joins them synergistically - combining the feature extraction and modeling capabilities of the neural network with the representation capabilities of fuzzy Systems.
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Abstract: From the Publisher:
Fuzzy and Neural Approaches in Engineering presents a detailed examination of the fundamentals of fuzzy systems and neural networks and then joins them synergistically - combining the feature extraction and modeling capabilities of the neural network with the representation capabilities of fuzzy systems. Exploring the value of relating genetic algorithms and expert systems to fuzzy and neural technologies, this forward-thinking text highlights an entire range of dynamic possibilities within soft computing. With examples of specifically designed to illuminate key concepts and overcome the obstacles of notation and overly mathematical presentations often encountered in other sources, plus tables, figures, and an up-to-date bibliography, this unique work is both an important reference and a practical guide to neural networks and fuzzy systems.
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Citations
Box & jenkins model identification: a comparison of methodologies
TL;DR: A comparison of a neuro-fuzzy back propagation network and Forecast automatic model Identification to identify automatically Box & Jenkins non seasonal models and it is concluded that this type of approach is very powerful to be used.
Fuzzy logic technology in reactive power control
P.Y. Ekel,L.D.B. Terra,M.F.D. Junges,A.V. Prakhovnik,F.J.A. de Oliveira,A. Melek,R. Kowaltschuk,T.Y. Taguti +7 more
- 04 Apr 2000
TL;DR: Results of research aimed at improving efficiency of coordinated on-line control of reactive power on the basis of developing models, methods, and a control system, integrating traditional numerical techniques with fuzzy logic technology are presented.
2
Aplicação de mapas auto-organizáveis na classificação de aberrações cromossômicas utilizando imagens de cromossomos humanos submetidos à radiação ionizante
Kelly de Paula Cunha
- 15 Apr 2015
TL;DR: A feature extraction method is developed by which it is possible to classify chromosomes in: dicentrics, ring-shaped, acrocentric, submetacentric and metacentric with 93.4% accuracy compared to diagnostic given by a professional cytogeneticist.
•Proceedings Article
Application of Fuzzy Analytic Hierarchy Process to synthesis heat-exchanger networks with Fuzzy heat capacity flow rates
M. S. Osman,Tahani S. Gendy,Omar S. Soliman,Soad M. Mohamed +3 more
- 14 May 2012
TL;DR: Fuzzy Heat exchanger network synthesis problem (F-HEN) is formulated as a multi-objective mixed-integer nonlinear programming to handle the multiple objectives of minimum utility consumption, minimum total area, and even minimum number of matches.
2
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