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

Bibliografía recomendada

Fernando Berzal:
Redes Neuronales & Deep Learning
Ediciones Altaria, 2017
Pendiente de publicación
http://deep-learning.ikor.org
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Deep Learning
MIT Press, 2016
ISBN 0262035618
http://www.deeplearningbook.org

Computación Evolutiva

Material de prácticas

Bibliografía recomendada

A.E. Eiben & J.E. Smith:
Introduction to Evolutionary Computing
Springer, 2nd edition, 2015.
ISBN 3662448734
Springer, 1st edition, 2nd printing, 2007.
ISBN 3540401849
http://www.cs.vu.nl/~gusz/ecbook/ecbook.html

Bibliografía

Redes Neuronales Artificiales

Fernando Berzal:
Redes Neuronales & Deep Learning
Ediciones Altaria, 2017
Pendiente de publicación
http://deep-learning.ikor.org
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Deep Learning
MIT Press, 2016
ISBN 0262035618
http://www.deeplearningbook.org
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
Redes Neuronales: Algoritmos, aplicaciones y técnicas de programación
Addison-Wesley / Díaz de Santos, 1993
ISBN 020160115X

Computación Evolutiva

A.E. Eiben & J.E. Smith:
Introduction to Evolutionary Computing
Springer, 2nd edition, 2015.
ISBN 3662448734
Springer, 1st edition, 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