Computational Intelligence

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Computational intelligence (CI) is a branch of the study of artificial intelligence. Computational intelligence research aims to use learning, adaptive, or evolutionary computation to create programs that are, in some sense, intelligent. Computational intelligence research either explicitly rejects statistical methods (as is the case with fuzzy systems), or tacitly ignores statistics (as is the case with most neural network research). In contrast, machine learning research rejects non-statistical approaches to learning, adaptivity, and optimization.

Computational intelligence is further closely associated with soft computing, scruffy AI, connectionist systems and cybernetics.

Subjects in computational intelligence as defined by [IEEE Computational Intelligence Society] are:

• Neural networks
• Fuzzy systems
• Evolutionary computation, including:
• *Evolutionary algorithms
• *Swarm intelligence

References

• [Computational Intelligence: An Introduction] by Andries Engelbrecht. Wiley & Sons. ISBN 0470848707
• [Computational Intelligence: A Logical Approach] by David Poole, Alan Mackworth, Randy Goebel. Oxford University Press. ISBN 0195102703

See also

• Simulated annealing
• Machine learning
• Artificial immune systems
• Expert systems
• Hybrid intelligent systems
• Hybrid logic
• Soft computing
• Bayesian networks
• Chaos theory
• Cognitive robotics
• Developmental robotics
• Evolutionary robotics
• Intelligent agents

Remotely related topics:

• Bioinformatics and Bioengineering
• Autonomous mental development
• Computational finance and Computational economics
• Intelligent systems
• Emergent technologies
• Data mining

External links

• [IEEE Computational Intelligence Society]
• [Center for Computational Intelligence, Learning, and Discovery]
• [Computational Intelligence Group]
• [Computational Intelligence Journal]
• [International Journal of Computational Intelligence]
• [International Journal of Intelligent Technology]
• [International Journal of Computational Intelligence Research]
• [Computational Intelligence Research Group at the University of Pretoria]

Software

• [Computational Intelligence Library (CILib)]

 

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