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13 results on '"Bernabé Dorronsoro"'

1. Introduction to Cellular Genetic Algorithms

Author

Enrique Alba and Bernabé Dorronsoro

Subjects
Computer science, business.industry, Evolutionary algorithm, Artificial intelligence, business, Evolution strategy, Cellular automaton
Published
2008

2. The State of the Art in Cellular Evolutionary Algorithms

Author

Enrique Alba and Bernabé Dorronsoro

Subjects
Theoretical computer science, Computer science, Evolutionary algorithm, State (computer science), Cellular model, Cellular automaton, Evolutionary programming
Published
2008

3. Software for cGAs: The JCell Framework

Author

Enrique Alba and Bernabé Dorronsoro

Subjects
Mutation operator, Software, Recombination operators, Computer science, business.industry, business, Sweep line algorithm, Computational science
Published
2008

4. Design of Parallel Cellular Genetic Algorithms

Author

Enrique Alba and Bernabé Dorronsoro

Subjects
Theoretical computer science, Recombination operators, business.industry, Computer science, Local search (optimization), business
Published
2008

5. Design of Cellular Memetic Algorithms

Author

Bernabé Dorronsoro and Enrique Alba

Subjects
business.industry, Computer science, Memetic algorithm, Local search (optimization), Artificial intelligence, business
Published
2008

6. Design of Self-adaptive cGAs

Author

Bernabé Dorronsoro and Enrique Alba

Subjects
Adaptive algorithm, business.industry, Computer science, Self adaptive, Artificial intelligence, business
Published
2008

8. Algorithmic and Experimental Design

Author

Enrique Alba and Bernabé Dorronsoro

Subjects
Mathematical optimization, Computer science, Multi-objective optimization
Published
2008

11. Other Cellular Models

Author

Enrique Alba and Bernabé Dorronsoro

Subjects
Euclidean distance, Computer science, Cellular model, Selection operator, Algorithm
Published
2008

12. Some Theory: A Selection Pressure Study on cGAs

Author

Enrique Alba and Bernabé Dorronsoro

Subjects
Mathematical optimization, Computer science, Fitness proportionate selection, Roulette wheel, Selection (genetic algorithm)
Published
2008

13. Estimation of Distribution Algorithms

Author

Bernabé Dorronsoro and Julio Madera

Subjects
Artificial neural network, Discretization, business.industry, Computer science, Computer Science::Neural and Evolutionary Computation, Supervised learning, Machine learning, computer.software_genre, Field (computer science), Estimation of distribution algorithm, EDAS, Benchmark (computing), Probabilistic analysis of algorithms, Artificial intelligence, business, computer
Abstract

Training Artificial Neural Networks (ANNs) is a very complex task with a high practical relevance in the field of supervised learning. In this chapter, the problem of training ANNs is faced with several Estimation of Distribution Algorithms (EDAs) with different features, exploring both continuous and discrete search spaces. These EDAs have been tested on a benchmark taken from the medicine field. The results have been carefully analyzed, and compared versus those of other algorithms in the literature for the considered problem. Our conclusions are both that our EDAs are competitive with the other compared algorithms, and also that the use of continuous EDAs is advantageous, in general, versus discretizing the search space for the studied problems.

Published
2006

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