New Learning Paradigms in Soft Computing |
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| Author:
| Jain, Lakhmi C.
Kacprzyk, Janusz |
| Series title: | Studies in Fuzziness and Soft Computing |
| ISBN: | 978-3-7908-2499-5 |
| Publication Date: | Jul 2011 |
| Publisher: | Physica-Verlag
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| Book Format: | Paperback |
| List Price: | AUD $360.95 |
Book Description:
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Learning is a key issue in the analysis and design of all kinds of intelligent systems. In recent time many new paradigms of automated (machine) learning have been proposed in the literature. Soft computing, that has proved to be an effective and efficient tool in so many areas of science and technology, seems to offer new qualities in the realm of machine learning too. The purpose of this volume is to present some new learning paradigms that have been triggered, or at least strongly...
More DescriptionLearning is a key issue in the analysis and design of all kinds of intelligent systems. In recent time many new paradigms of automated (machine) learning have been proposed in the literature. Soft computing, that has proved to be an effective and efficient tool in so many areas of science and technology, seems to offer new qualities in the realm of machine learning too. The purpose of this volume is to present some new learning paradigms that have been triggered, or at least strongly influenced by soft computing tools and techniques, mainly related to neural networks, fuzzy logic, rough sets, and evolutionary computations.