Computational Intelligence (eBook, PDF)

for Engineering and Manufacturing
Redaktion: Andina, Diego; Pham, Duc Truong

• Format: PDF

Produktbeschreibung

Computational Intelligence is tolerant of imprecise information, partial truth and uncertainty. This book presents a selected collection of contributions on a focused treatment of important elements of CI, centred on its key element: learning. This book presents novel applications and real world applications working in Manufacturing and Engineering, and it sets a basis for understanding Domotic and Production Methods of the XXI Century.

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Produktdetails

• Verlag: Springer New York
• Seitenzahl: 212
• Erscheinungstermin: 6. Mai 2007
• Englisch
• ISBN-13: 9780387374529
• Artikelnr.: 37286794

Inhaltsangabe

Dedication. Contributing Authors. Preface. Acknowledgments. Chapter 1: Soft Computing and its Applications in Engineering and Manufacture; DT Pham, PTN Pham, MS Packianather, AA Afify. Chapter 2: Neural Networks Historical Review; D Andina, A Vega-Corona, JI Seijas, J Torres-Garcia.. Chapter 3: Artificial Neural Networks; DT Pham, MS Packianather, AA Fify. Chapter 4: Application of Neural Networks; D Andina, A Vega-Corona, JI Seijas, JM Alarcon. Chapter 5: Radial Basis Function Networks and their Application on Communication Systems; A Gallardo-Antolin, J Pascual-Garcia, JL Sancho-Gomez. Chapter 6: Biological Clues for Up-to-date Artificial Neuron; J Ropero-Pelaez, JR Castillo-Piqueira. Chapter 7: Support Vector Machines; J Gomez-Saenz-de-Tjada, J Seijas. Chapter 8: Fractals as Preprocessing Tool for Computational Intelligence Applications; A Tarquis, V Mendez, JM Anton, JB Grau, D Andina.