Foundations of Computational Intelligence计算智能的基础.pptVIP

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 Acknowledgments EUNITE – Intelligent Technologies for Smart Adaptive Systems Panellists Questions Nature of CI Current state of CI Promoting CI CI and Smart Adaptive Systems CI and Nature-inspiration Future of CI 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? 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? 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? 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? 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/natur