By James M. Keller,Derong Liu,David B. Fogel
Provides an in-depth or even remedy of the 3 pillars of computational intelligence and the way they relate to 1 another
This booklet covers the 3 primary subject matters that shape the root of computational intelligence: neural networks, fuzzy structures, and evolutionary computation. The textual content specializes in idea, layout, concept, and useful features of imposing approaches to unravel real-world difficulties. whereas different books within the 3 fields that include computational intelligence are written by way of experts in a single self-discipline, this ebook is co-written by way of present former Editor-in-Chief of IEEE Transactions on Neural Networks and studying platforms, a former Editor-in-Chief of IEEE Transactions on Fuzzy platforms, and the founding Editor-in-Chief of IEEE Transactions on Evolutionary Computation. The assurance around the 3 issues is either uniform and constant well-liked and notation.
- Discusses single-layer and multilayer neural networks, radial-basis functionality networks, and recurrent neural networks
- Covers fuzzy set concept, fuzzy kinfolk, fuzzy good judgment interference, fuzzy clustering and type, fuzzy measures and fuzzy integrals
- Examines evolutionary optimization, evolutionary studying and challenge fixing, and collective intelligence
- Includes end-of-chapter perform difficulties that may aid readers practice tools and methods to real-world problems
Fundamentals of Computational intelligence is written for complicated undergraduates, graduate scholars, and practitioners in electric and desktop engineering, laptop technology, and different engineering disciplines.
Read Online or Download Fundamentals of Computational Intelligence: Neural Networks, Fuzzy Systems, and Evolutionary Computation (IEEE Press Series on Computational Intelligence) PDF
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Extra info for Fundamentals of Computational Intelligence: Neural Networks, Fuzzy Systems, and Evolutionary Computation (IEEE Press Series on Computational Intelligence)
Fundamentals of Computational Intelligence: Neural Networks, Fuzzy Systems, and Evolutionary Computation (IEEE Press Series on Computational Intelligence) by James M. Keller,Derong Liu,David B. Fogel