What Is Computational Intelligence and Where Is It Going?
- Włodzisław DuchAffiliated withDepartment of Informatics, Nicolaus Copernicus University
What is Computational Intelligence (CI) and what are its relations with Artificial Intelligence (AI)? A brief survey of the scope of CI journals and books 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 pattern recognition 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 and engineering sciences 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.
- What Is Computational Intelligence and Where Is It Going?
- Book Title
- Challenges for Computational Intelligence
- pp 1-13
- Print ISBN
- Online ISBN
- Series Title
- Studies in Computational Intelligence
- Series Volume
- Series ISSN
- Springer Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- Additional Links
- Industry Sectors
- eBook Packages
- Editor Affiliations
- 10. Division of Computer Science, School of Computer Engineering, Nanyang Technological University
- 2. Department of Informatics, Nicolaus Copernicus University
- 3. Faculty of Mathematics and Information Sciences, Warsaw University of Technology
- Włodzisław Duch (4)
- Author Affiliations
- 4. Department of Informatics, Nicolaus Copernicus University, Ul. Grudziadzka 5, 87-100, Torun, Poland
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