Neural Networks in the Analysis and Design of Structures

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ISBN-13:
9783211833223
Einband:
Book
Erscheinungsdatum:
31.05.2000
Seiten:
307
Autor:
Z. Waszczysznk
Gewicht:
553 g
Format:
241x162x28 mm
Serie:
404, CISM International Centre for Mechanical Sciences
Sprache:
Englisch
Beschreibung:
Foundations and applications of artificial neural networks in mechanics of structures and materials are discussedDirect and inverse problems of structural engineering are considered using neural networks as a new computational tool
Fundamentals of Artificial Neural Networks (Z. Waszczyszyn).- Genetic Algorithms and Neural Networks (W. M. Jenkins).- Applications of Neural Networks in Modeling and Design of Structural Systems (P. Hajela).- The Neural Network Approach in Plasticity and Fracture Mechanics (P. D. Panagiotopoulos, Z. Waszczyszyn).- Neural Networks in Advanced Computational Problems (B. H. V. Topping et al.).- Neural Networks and Fuzzy Logic in Active Control of Mechanical Systems (P. Venini).
Neural Networks are a new, interdisciplinary tool for information processing. Neurocomputing being successfully introduced to structural problems which are difficult or even impossible to be analysed by standard computers (hard computing). The book is devoted to foundations and applications of NNs in the structural mechanics and design of structures.