Computational Intelligence
Some links
Some references (but not limited to them)
-
Lam, HK; Ling, SH; Nguyen, HT (eds) (2012). Computational Intelligence and its applications: evolutionary Computation, Fuzzy Logic, Neural Network, and Support Vector Machine Technique. Imperial College Press.
-
Pereira, F., Machado, P., Costa, E., Cardoso, A. (Eds.) Progress in Artificial Intelligence. 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings.
-
David Poole; Alan Mackworth; Randy Goebel. Computational Intelligence: A Logical Approach. Oxford University Press. 1998.
-
Rudolf Kruse, Christian Moewes, Christian Borgelt, Matthias Steinbrecher, Frank Klawonn, Pascal Held, Computational intelligence: a methodological introduction, Texts in Computer Science, Springer, 2013.
Computational intelligence techniques are fast-growing and promising research topics that have drawn a great deal of attention from researchers for many years. Lam et al 2012.
​
In simple terms, computational intelligence is a set of intelligence based methods, developed in different stages and by different groups. The name itself is relatively recent, dating back from the 1990s, and it was created to group several methods. They all have in common the little concern with "how this work", and more on "if it works", all based on some sort of intelligence or/and learning.
​
Example of methods grouped in computational intelligences are:
​
-
Natural Computing, e.g. ant colony.
-
etc;
​
​
Scheme for a layered neural network. Pires 2012.