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Adaptive Learning of Polynomial Networks: Genetic Programming, Backpropagation and Bayesian Methods

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This book delivers theoretical and practical knowledge for developing algorithms that infer linear and non-linear multivariate models, providing a methodology for inductive learning of polynomial neural network models (PNN) from data. The text emphasizes an organized model identification process by which to discover models that generalize and predict well. The empirical investigations detailed here demonstrate that PNN models evolved by genetic programming and improved by backpropagation are successful when solving real-world tasks.

Adaptive Learning of Polynomial Networks is a vital reference for researchers and practitioners in the fields of evolutionary computation, artificial neural networks and Bayesian inference, and for advanced-level students of genetic programming. Readers will strengthen their skills in creating efficient model representations and learning operators that efficiently sample the search space, and in navigating the search process through the design of objective fitness

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Metamaterials: Theory, Design, and Applications
Metamaterials: Theory, Design, and Applications

Metamaterials:Theory, Design, and Applications goes beyond left-handed materials (LHM) or negative index materials (NIM) and focuses on recent research activity. Included here is an introduction to optical transformation theory, revealing invisible cloaks, EM concentrators, beam splitters, and new-type antennas, a presentation of general...

Rails for PHP Developers (Pragmatic Programmers)
Rails for PHP Developers (Pragmatic Programmers)
As a PHP developer, you have some great tools for developing web applications. Ruby on Rails is another key tool to add to your web development toolbox. Rails is a high-level web development framework that emphasizes high productivity and clean code. However, the Ruby language and Rails framework take a different approach from the way many PHP...
Writing Successfully in Science
Writing Successfully in Science
Are you a reluctant writer? If so, you are in good company. Many scientists, even the most successful ones, would rather get on with their next piece of work than settle down to reporting the last piece. But it is a fact of scientific life that every worthwhile research project must lead to publication or a written report of some kind. Each new...

Control of Power Electronic Converters and Systems: Volume 3
Control of Power Electronic Converters and Systems: Volume 3

Control of Power Electronic Converters and Systems, Volume 3, explores emerging topics in the control of power electronics and converters, including the theory behind control, and the practical operation, modeling, and control of basic power system models. This book introduces the most important controller design methods,...

Teach Yourself VISUALLY iPad 4th Generation and iPad mini
Teach Yourself VISUALLY iPad 4th Generation and iPad mini

A fully updated visual guide on the latest evolution of the amazing iPad!

As the ultimate entertainment and media device, the iPad is ever evolving. This visual guide gets you up to date on all the latest information for accessing and downloading books, apps, music, and video content as well as sending photos and emails,...

Negotiate and Win: Unbeatable Real-World Strategies from the NYPD's Top Negotiator
Negotiate and Win: Unbeatable Real-World Strategies from the NYPD's Top Negotiator

Every day, you participate in negotiations. Whether you’re working out a deal with a client, asking for a raise, discussing a weekly allowance with your child, or planning a weekend with your spouse, your life is filled with this intricate process. In Negotiate and Win, former NYPD hostage negotiator Dominick Misino breaks...

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