Evolutionary Algorithms and Neural Networks

Name: Evolutionary Algorithms and Neural Networks
Brand: Springer Nature Switzerland AG
SKU: 9783030065720
Price: 126.48 EUR
Availability: InStock

Theory and Applications

Автор: Seyedali Mirjalili

Език:

Корици: С меки корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

Изпращаме след 5-8 дни

126.48 € 247.37 лв

This book introduces readers to the fundamentals of artificial neural networks, with a special empha...

Информация за книгата

Автор

Seyedali Mirjalili

Език

Английски език

Корици

Книга - С меки корици

Издадена

2019

страници

156

EAN

9783030065720

ISBN

3030065723

Enbook ID

21348084

Издател

Springer Nature Switzerland AG

Теглоt

454

Размери

155 x 235 x 10

Пълно описание

This book introduces readers to the fundamentals of artificial neural networks, with a special emphasis on evolutionary algorithms. At first, the book offers a literature review of several well-regarded evolutionary algorithms, including particle swarm and ant colony optimization, genetic algorithms and biogeography-based optimization. It then proposes evolutionary version of several types of neural networks such as feed forward neural networks, radial basis function networks, as well as recurrent neural networks and multi-later perceptron. Most of the challenges that have to be addressed when training artificial neural networks using evolutionary algorithms are discussed in detail. The book also demonstrates the application of the proposed algorithms for several purposes such as classification, clustering, approximation, and prediction problems. It provides a tutorial on how to design, adapt, and evaluate artificial neural networks as well, and includes source codes for most of the proposed techniques as supplementary materials.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Evolutionary Algorithms and Neural Networks

Theory and Applications

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също