Neural Networks in the Analysis and Design of Structures

Buch | Softcover

IX, 307 Seiten

2000 | 1999
Springer Wien (Verlag)
978-3-211-83322-3 (ISBN)

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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.

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).

Erscheint lt. Verlag	31.5.2000
Reihe/Serie	CISM International Centre for Mechanical Sciences
Zusatzinfo	IX, 307 p. 214 illus.
Verlagsort	Vienna
Sprache	englisch
Maße	170 x 244 mm
Gewicht	554 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik ► Bauwesen
Schlagworte	algorithms • Applied Mechanic • Artificial Intelligence • artificial intelligence (incl. robotics) • Complexity • Computational Intelligence • Computer Science • Construction • Design • Engineering design • Fuzzy Logic • Genetic algorithms • Informatik • Information Processing • Intelligence • Konstruktionslehre • Konstruktionslehre / Computer Science • Künstliche Intelligenz • Mathematics • Mechanics • Modeling • Neural networks • Simulation • Simulation and modeling • Simulation und Modellierung • Technische Mechanik • Theoretical and Applied Mechanics
ISBN-10	3-211-83322-6 / 3211833226
ISBN-13	978-3-211-83322-3 / 9783211833223
Zustand	Neuware