Metaheuristic Procedures for Training Neutral Networks

Part I:.Introduction

1. Classical Training Methods
Emilio Soria, José David Martín, Paulo J. G. Lisboa

Part II:.Local Search Based Methods

2. Simulated Annealing
E. Aarts, P. Horn, J. Korst, W. Michiels, H. Sontrop

3. Tabu Search
Fred Glover, Rafael Marti

4. Variable Neighbourhood Search
José Andrés Moreno Pérez, Nenad Mladenovic, Belén Melián Batista, Ignacio J. García Amo

Part III:.Population Based Methods

5. Estimation of Distribution Algorithms
Julio Madera, Bernabé Dorronsoro

6. Genetic Algorithms
Enrique Alba, Francisco Chicano

7. Scatter Search
Manuel Laguna, Rafael Martí

Part IV:.Other Advanced Methods

8. Ant Colony Optimization
Krzysztof Socha, Christian Blum

9. Cooperative Coevolutionary Methods
Nicolás García-Pedrajas, César Hervás-Martínez, Domingo Ortiz-Boyer

10. Greedy Randomized Adaptive Search Procedures
Francisco R. Angel-Bello, José Luis González-Velarde, Ada M. Alvarez

11. Memetic Algorithms
Natalio Krasnogor, Alberto Aragón, Joaquín Pacheco

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Keywords: BUSINESS & ECONOMICS / Management Science BUS042000