Inteligencia Computacional
Computational Intelligence

Material complementario

Lecturas recomendadas

Material complementario

Sesiones grabadas en vídeo

Material de prácticas

Bibliografía recomendada

George J. Klir & Bo Yuan: Fuzzy Sets and Fuzzy Logic: Theory and Applications Prentice Hall, 1995. ISBN 0131011715

Material de prácticas

Bibliografía recomendada

Fernando Berzal: Redes Neuronales & Deep Learning https://deep-learning.ikor.org Edición independiente, 2018 ISBN-10: 1-7312-6538-7 (blanco y negro) / 1-7313-1433-7 (color) ISBN-13: 978-1-7312-6538-8 (blanco y negro) / 978-1-7313-1433-8 (color) Edición en dos volúmenes, 2019 ISBN-10: 1-0903-2030-2 (volumen 1) / 1-0903-3688-8 (volumen 2) ISBN-13: 978-1-0903-2030-8 (volumen 1) / 978-1-0903-3688-0 (volumen 2)

Ian Goodfellow, Yoshua Bengio & Aaron Courville Deep Learning http://www.deeplearningbook.org MIT Press, 2016 ISBN 0262035618

Material complementario

Material de prácticas

Bibliografía recomendada

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

Redes Neuronales Artificiales

	Fernando Berzal: Redes Neuronales & Deep Learning https://deep-learning.ikor.org Edición independiente, 2018 ISBN-10: 1-7312-6538-7 (blanco y negro) / 1-7313-1433-7 (color) ISBN-13: 978-1-7312-6538-8 (blanco y negro) / 978-1-7313-1433-8 (color) Edición en dos volúmenes, 2019 ISBN-10: 1-0903-2030-2 (volumen 1) / 1-0903-3688-8 (volumen 2) ISBN-13: 978-1-0903-2030-8 (volumen 1) / 978-1-0903-3688-0 (volumen 2)
	Ian Goodfellow, Yoshua Bengio & Aaron Courville Deep Learning http://www.deeplearningbook.org MIT Press, 2016 ISBN 0262035618
	Charu C. Aggarwal: Neural Networks and Deep Learning: A Textbook Springer, 2018 ISBN 3319944622 http://link.springer.com/978-3-319-94463-0
	François Chollet: Deep Learning with Python Manning Publications, 2018 ISBN 1617294438 https://www.manning.com/books/deep-learning-with-python
	Yoav Goldberg: Neural Network Methods in Natural Language Processing Morgan & Claypool Publishers, Synthesis Lectures on Human Language Technologies, 2017 ISBN 1627052984 https://doi.org/10.2200/S00762ED1V01Y201703HLT037
	Simon O. Haykin: Neural Networks and Learning Machines Prentice Hall, 3rd edition, 2008. ISBN 0131471392
	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 http://www.evolutionarycomputation.org 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

Sistemas Difusos

	George J. Klir & Bo Yuan: Fuzzy Sets and Fuzzy Logic: Theory and Applications Prentice Hall, 1995. ISBN 0131011715
	Timothy J. Ross: Fuzzy Logic with Engineering Applications John Wiley & Sons, 4th edition, 2017. ISBN 1119235863
	Hans-Jürgen Zimmermann: Fuzzy Set Theory and Its Applications Springer, 4th edition, 2001. ISBN 9401038708 Springer, 3rd edition, 1996. ISBN 0792396243
	Rudolf Kruse, Joan E. Gebhardt & Frank Klawonn: Foundations of Fuzzy Systems John Wiley & Sons, 1994. ISBN 047194243X
	Witold Pedrycz & Fernando Gomide: An introduction to Fuzzy Sets: Analysis and Design MIT Press, 1998. ISBN 0262161710
	F. Martin McNeill & Ellen Thro: Fuzzy Logic: A Practical Approach Morgan Kaufmann, 1994. ISBN 0124859658

Inteligencia Computacional

	James M. Keller, Derong Liu & David B. Fogel: Fundamentals of Computational Intelligence: Neural Networks, Fuzzy Systems, and Evolutionary Computation Wiley - IEEE Press, 2016 ISBN 1119214343
	Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher, Frank Klawonn & Christian Moewes: Computational Intelligence: A Methodological Introduction Springer, 2nd edition, 2016. ISBN 1447172949 Springer, 3rd edition, 2022. ISBN 3030422267
	Leszek Rutkowski: Computational Intelligence: Methods and Techniques Springer Verlag, 2008. ISBN 3540762876
	Andries P. Engelbrecht: Computational Intelligence: An Introduction John Wiley, 2nd edition, 2007. ISBN 0470035617
	Amit Konar: Computational Intelligence: Principles, Techniques and Applications Springer Verlag, 2005. ISBN 3540208984

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