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What is Computational Intelligence and what could it become?
What is Computational Intelligence (CI) and what are its relations with Artificial Intelligence (AI)? A brief survey of the scope of CI journals andbooks with “computational intelligence” in their title shows that at present it is an umbrella for three core technologies (neural, fuzzy and evolutionary), their applications, and selected fashionable methods. At present CI has no comprehensive
foundations and is more a bag of tricks than a solid branch of science. The change of focus from methods to challenging problems is advocated, with CI defined as a part of computer science devoted to solution of non-algoritmizable problems.
In this view AI is a part of CI focused on problems related to higher cognitive functions, while the rest of the CI community works on problems related to perception and control, or lower cognitive functions. Grand challenges on both sides of this spectrum are addressed.
| Download Paper | |
| Full Title | What is Computational Intelligence and what could it become? |
| Year | 2007 |
| Language | English |
| Book | Challenges for Computational Intelligence |
| Keywords | Computational Intelligence, Artificial Intelligence, neural networks, fuzzy logic, evolutionary computig, non-algoritmizable problems, higher cognitive functions |
| Synonym | Intelligent User Interface |
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