عنوان

New concepts and applications in soft computing

3642289592

9783642289590

b567368

New concepts and applications in soft computing

[Book]

Valentina Emilia Balas, János Fodor, Annamária R. Várkonyi-Kóczy (eds.).

Heidelberg ; New York

Springer

©2013.

Studies in computational intelligence, 417.

Combined Haar-Hilbert and Log-Gabor Based Iris Encoders / Valentina E. Balas, Iulia M. Motoc and Alina Barbulescu --; Single-Stroke Character Recognition with Fuzzy Method / Alex Tormási and János Botzheim --; Color-Based Image Retrieval Approaches Using a Relevance Feedback Scheme / Tudor Barbu, Mihaela Costin and Adrian Ciobanu --; Real-Valued Implication as Generalized Boolean Polynomial / Dragan G. Radojević --; Reference Value Generator of Maximum Power Point Coordinates of the Photovoltaic Panel External Characteristic / Toma-Leonida Dragomir, Flavius-Maxim Petcuţ and Adrian Korodi --; Shadowed Fuzzy Sets: A Framework with More Freedom Degrees for Handling Uncertainties Than Interval Type-2 Fuzzy Sets and Lower Computational Complexity Than General Type-2 Fuzzy Sets / Hooman Tahayori and Alireza Sadeghian. Sound Speed Estimation Using Fuzzy Logic Approach for Outdoor Ultrasonic Applications / Viorel Nicolau --; Application of Approximate Reasoning Using Triangular and Sine-curved Membership Functions / Hsunhsun Chung --; An Unsupervised Content-Based Image Recognition Technique / Tudor Barbu, Mihaela Costin and Adrian Ciobanu --; An Improved Hebbian Neural Network with Dynamic Neuronal Life and Relations and Its Connection to a Decision Group / Cornelia Győrödi, Robert Győrödi, Mihai Dersidan, George Pecherle and Livia Bandici --; Identity Management for Cloud Computing / Alina Mădălina Lonea, Huaglory Tianfield and Daniela Elena Popescu --; Dependability Analysis of PLC I/O Systems Used in Critical Industrial Applications / Eugen Ioan Gergely, Laura Coroiu and Helga Maria Silaghi.

The book provides a sample of research on the innovative theory and applications of soft computing paradigms. The idea of Soft Computing was initiated in 1981 when Professor Zadeh published his first paper on soft data analysis and constantly evolved ever since. Professor Zadeh defined Soft Computing as the fusion of the fields of fuzzy logic (FL), neural network theory (NN) and probabilistic reasoning (PR), with the latter subsuming belief networks, evolutionary computing including DNA computing, chaos theory and parts of learning theory into one multidisciplinary system. As Zadeh said the essence of soft computing is that unlike the traditional, hard computing, soft computing is aimed at an accommodation with the pervasive imprecision of the real world. Thus, the guiding principle of soft computing is to exploit the tolerance for imprecision, uncertainty and partial truth to achieve tractability, robustness, low solution cost and better rapport with reality. In the final analysis, the role model for soft computing is the human mind. We hope that the reader will share our excitement and find our volume both useful and inspiring.

Computational intelligence.

Intelligent control systems -- Mathematical models.

Soft computing.

Valentina Emilia Balas, János Fodor, Annamária R. Várkonyi-Kóczy (eds.).

Annamária R Várkonyi-Kóczy

János Fodor

Valentina Emilia Balas

[Book]

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