Inteligencia Computacional
Computational Intelligence

I.A. | Redes Neuronales | Computación Evolutiva | Bibliografía



Departamento de Ciencias de la Computación e I.A.
Acceso identificado

Inteligencia Artificial

Material complementario

Lecturas recomendadas

Redes Neuronales Artificiales

Material de prácticas

Computación Evolutiva

Material de prácticas

Bibliografía recomendada

Redes Neuronales Artificiales

Martin T. Hagan, Howard B. Demuth, Mark H. Beale & Orlando de Jesús:
Neural Network Design
Martin Hagan, 2nd edition, 2014
ISBN 0971732116
http://hagan.okstate.edu/NNDesign.pdf
Simon O. Haykin:
Neural Networks and Learning Machines
Prentice Hall, 3rd edition, 2008.
ISBN 0131471392
Mohamad H. Hassoun:
Fundamentals of Artificial Neural Networks
MIT Press, 2003.
ISBN 0262514672
James A. Freeman & David M. Skapura:
Neural Networks: Algorithms, Applications, and Programming Techniques
Addison-Wesley, 1991
ISBN 0201513765
 

Computación Evolutiva

A.E. Eiben & J.E. Smith:
Introduction to Evolutionary Computing
Springer, 2nd printing, 2007.
ISBN 3540401849
http://www.cs.vu.nl/~gusz/ecbook/ecbook.html
Melanie Mitchell:
An Introduction to Genetic Algorithms
MIT Press, 1996.
ISBN 0262133164
David E. Goldberg:
Genetic Algorithms in Search, Optimization & Machine Learning
Addison-Wesley, 1989.
ISBN 0201157675
John R. Koza:
Genetic Programming: On the Programming of Computers by Means of Natural Selection
MIT Press, 1992.
ISBN 0262111705
 

Inteligencia Artificial

Stuart Russell & Peter Norvig:
Artificial Intelligence: A Modern Approach
Prentice-Hall, 3rd edition, 2009.
ISBN 0136042597
http://aima.cs.berkeley.edu/
Nils J. Nilsson:
The Quest for Artificial Intelligence
Cambridge University Press, 2009
ISBN 0521122937
http://ai.stanford.edu/~nilsson/QAI/qai-webpage.html

I.A. | Redes Neuronales | Computación Evolutiva | Bibliografía