Read e-book online Fundamentals of Computational Intelligence: Neural Networks, PDF

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.

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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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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


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