Könyv Artificial Neural Nets and Genetic Algorithms David W. Pearson

Artificial Neural Nets and Genetic Algorithms

Proceedings of the International Conference in Roanne, France, 2003

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
38 056 Ft
The papers in this volume present theoretical aspects and applications of artificial neural networks...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2003
oldal
266
EAN
9783211007433
ISBN
3211007431
Enbook ID
01463947
Súly
1420
Méretek
210 x 280 x 16

Teljes leírás

The papers in this volume present theoretical aspects and applications of artificial neural networks and genetic algorithms. Also included are papers on fuzzy logic, soft computing, and artificial intelligence. Fundamental issues are addressed, such as the nonlinear approximation capabilities of neural networks and formal methods of data representation with topological properties. New elements in genetic algorithms are presented, for example, crossover methods and gene representation. Papers on applications of neural networks show how successful these methods are in a wide range of fields like meteorological and atmospheric pollution forecasts, furnace control, and system identification. Genetic algorithms are used to solve optimization problems related to shipping and computer vision. Fuzzy-logic-based techniques are applied to sociodynamic models and hybrid neuro-fuzzy models.

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