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Advances of Soft Computing in Engineering de Zenon Waszczyszyn

Advances of Soft Computing in Engineering: CISM International Centre for Mechanical Sciences, cartea 512

Editat de Zenon Waszczyszyn
en Limba Engleză Hardback – 30 oct 2009
The articles in this book present advanced soft methods related to genetic and evolutionary algorithms, immune systems, formulation of deterministic neural networks and Bayesian NN. Many attention is paid to hybrid systems for inverse analysis fusing soft methods and the finite element method. Numerical efficiency of these soft methods is illustrated on the analysis and design of complex engineering structures.
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Specificații

ISBN-13: 9783211997673
ISBN-10: 3211997679
Pagini: 348
Ilustrații: VII, 336 p.
Dimensiuni: 160 x 241 x 25 mm
Greutate: 0.69 kg
Ediția:2010
Editura: Springer
Colecția CISM International Centre for Mechanical Sciences
Seria CISM International Centre for Mechanical Sciences

Locul publicării:Vienna, Austria

Public țintă

Research

Cuprins

Genetic Algorithms for Design.- Evolutionary and Immune Computations in Optimal Design and Inverse Problems.- Applications of GA and GP to Industrial Design Optimization and Inverse Problems.- Advances in Neural Networks in Computational Mechanics and Engineering.- Selected Problems of Artificial Neural Networks Development.- Neural Networks: Some Successful Applications in Computational Mechanics.