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Foundations of Computational Intelligence

WCCI’2008 Panel Discussion. Foundations of Computational Intelligence. The basis of Smart Adaptive Systems of the future? Bogdan Gabrys Smart Technology Research Centre Computational Intelligence research Group Bournemouth University, UK and KES International Research Organisation.

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Foundations of Computational Intelligence

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  1. WCCI’2008 Panel Discussion Foundations of Computational Intelligence The basis of Smart Adaptive Systems of the future? Bogdan Gabrys Smart Technology Research Centre Computational Intelligence research Group Bournemouth University, UK and KES International Research Organisation

  2. Acknowledgments KES International Innovation in Knowledge-Based & Intelligent Engineering Systems http://www.kesinternational.org/ The KES International organisation supports the community that conducts research into the applications, tools and techniques of artificially intelligent computer systems. Nature-inspired Smart Information Systems http://www.nisis.de/ EC funded Co-ordinated Action project currently grouping 56 European academic and industrial research centres.

  3. 1999 - 2000 2001- 2005 2006-2009 NeuroNet Neural Networks ERUDIT Fuzzy Systems & Uncertainty EvoNet Evolutionary Computation MLNet Machine Learning CoIL Cluster of Networks of Excellence on Computational Intelligence and Learning EUNITE European Network of Excellence on Intelligent Technologies for Smart Adaptive Systems > 100 European Centres from all CI related areas NiSIS Nature-inspired Smart Information Systems Currently with 56 European Centres

  4. EUNITE – Intelligent Technologies for Smart Adaptive Systems Do Smart Adaptive Systems Exist? - Best Practice for Selection and Combination of Intelligent Methods B. Gabrys, K. Leiviska and J. Strackeljan (eds.). Published in the Springer series on "Studies in Fuzziness and Soft Computing", Vol.173, Springer-Verlag, 2005.

  5. Panellists

  6. Questions • Nature of CI • Current state of CI • Promoting CI • CI and Smart Adaptive Systems • CI and Nature-inspiration • Future of CI

  7. Questions – Nature of CI • What is Computational Intelligence? • What is the difference between Computational Intelligence and Artificial Intelligence? • Could the terms Computational Intelligence, Soft Computing and Hybrid Intelligent Systems be used interchangeably?

  8. Questions – Current state of CI • What is the current state of the constituting intelligent technologies in the context of true adaptation and autonomous operation of systems based on those? • What is the level of integration of various constituent intelligent technologies within CI at the moment?

  9. Questions – Promoting CI • Theory vs applications. Do we need more theory or better applications which fuelled the Japanese fuzzy boom? • Theory vs software. Which of these will promote CI in the wider community?

  10. Questions – CI and Smart Adaptive Systems • Are the hybrid intelligent methods, as we know them, the best way forward or should we start looking into completely new integrated computational theories that can accommodate the wide range of intellectual capabilities attributed to humans and assumed necessary for nonhuman intelligences? • What is the major difference between Computational Intelligence and human intelligence? • Assuming that CI theories can implement "human intelligence" how is this validated?

  11. Questions – CI and Nature-inspiration • Could nature and our growing understanding of biological and other natural mechanisms provide inspirations for a major paradigm shift in the quest for truly smart adaptive systems? • If so which of the emerging bio/nature inspired techniques could play such a role?

  12. Questions – Future of CI • What do we expect to happen in the Computational Intelligence area in the next: • 10 years? • 20 years? • 30 years?

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