Neural Networks in Optimization

Inbunden, Engelska, 2000

AvXiang-Sun Zhang

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The first part of this work introduces concepts and algorithms in optimization theory which have been used in neural network research. The second covers main neural network models and their theoretical analysis and the third part introduces various neural network models for solving nonlinear programming problems and combinatorial optimization problems.

Produktinformation

Utgivningsdatum2000-10-31
Mått156 x 234 x 26 mm
Vikt746 g
FormatInbunden
SpråkEngelska
SerieNonconvex Optimization and Its Applications
Antal sidor371
Upplaga2000
FörlagKluwer Academic Publishers
ISBN9780792365150

Tillhör följande kategorier

1. Preliminaries.- 2. Introduction to Mathematical Programming.- 3. Unconstrained Nonlinear Programming.- 4. Constrained Nonlinear Programming.- 5. Introduction to Artificial Neural Network.- 6. Feedforward Neural Networks.- 7. Feedback Neural Networks.- 8. Self-Organized Neural Networks.- 9. NN Models for Combinatorial Problems.- 10. NN for Quadratic Programming Problems.- 11. NN for General Nonlinear Programming.- 12. NN for Linear Programming.- 13. A Review on NN for Continuious Optimization.- References.