Intelligent Systems

Name: Intelligent Systems
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642210037
Price: 172.52 EUR
Availability: InStock

A Modern Approach

Автор: Crina Grosan, Ajith Abraham

Език:

Корици: С твърди корици

Издател: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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Computational intelligence is a well-established paradigm, where new theories with a sound biologica...

Информация за книгата

Автор

Crina Grosan, Ajith Abraham

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2011

страници

450

EAN

9783642210037

ISBN

3642210031

Enbook ID

01657968

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

1820

Размери

155 x 235 x 33

Пълно описание

Computational intelligence is a well-established paradigm, where new theories with a sound biological understanding have been evolving. The current experimental systems have many of the characteristics of biological computers (brains in other words) and are beginning to be built to perform a variety of tasks that are difficult or impossible to do with conventional computers. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. This book comprising of 17 chapters offers a step-by-step introduction (in a chronological order) to the various modern computational intelligence tools used in practical problem solving. Staring with different search techniques including informed and uninformed search, heuristic search, minmax, alpha-beta pruning methods, evolutionary algorithms and swarm intelligent techniques; the authors illustrate the design of knowledge-based systems and advanced expert systems, which incorporate uncertainty and fuzziness. Machine learning algorithms including decision trees and artificial neural networks are presented and finally the fundamentals of hybrid intelligent systems are also depicted.§Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques, machine learning and data mining would find the comprehensive coverage of this book invaluable.

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Intelligent Systems

A Modern Approach

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Пълно описание

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