Items related to Evolutionary Algorithms and Neural Networks: Theory...
Evolutionary Algorithms and Neural Networks: Theory and Applications: 780 (Studies in Computational Intelligence, 780) - Softcover
Synopsis
"synopsis" may belong to another edition of this title.
About the Author
From the Back Cover
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.
"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2019
- ISBN 10 3030065723
- ISBN 13 9783030065720
- BindingPaperback
- LanguageEnglish
- Number of pages170
Other Popular Editions of the Same Title
Search results for Evolutionary Algorithms and Neural Networks: Theory...
Stock Image
Evolutionary Algorithms and Neural Networks: Theory and Applications (Studies in Computational Intelligence, 780)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9783030065720_new
Quantity: Over 20 available
Seller Image
Evolutionary Algorithms and Neural Networks
Published by
Springer International Publishing, 2019
ISBN 10: 3030065723
ISBN 13: 9783030065720
New
Softcover
Seller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Introduces beginners to evolutionary algorithms and artificial neural networks Shows how to train artificial neural networks using evolutionary algorithmsIncludes extensive examples of the propos. Seller Inventory # 448669955
Quantity: Over 20 available
Seller Image
Evolutionary Algorithms and Neural Networks
Published by
Springer International Publishing Jan 2019, 2019
ISBN 10: 3030065723
ISBN 13: 9783030065720
New
Taschenbuch
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 172 pp. Englisch. Seller Inventory # 9783030065720
Quantity: 2 available
Seller Image
Evolutionary Algorithms and Neural Networks : Theory and Applications
Published by
Springer International Publishing, Springer International Publishing, 2019
ISBN 10: 3030065723
ISBN 13: 9783030065720
New
Taschenbuch
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783030065720
Quantity: 1 available
Stock Image
Evolutionary Algorithms and Neural Networks: Theory and Applications (Studies in Computational Intelligence, 780)
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9783030065720
Quantity: Over 20 available
Seller Image
Evolutionary Algorithms and Neural Networks
ISBN 10: 3030065723
ISBN 13: 9783030065720
New
Taschenbuch
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 172 pp. Englisch. Seller Inventory # 9783030065720
Quantity: 1 available
Stock Image
Evolutionary Algorithms and Neural Networks : Theory and Applications
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 26376628776
Quantity: 4 available
Stock Image
Evolutionary Algorithms and Neural Networks : Theory and Applications
Print on DemandSeller: Majestic Books, Hounslow, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Print on Demand. Seller Inventory # 369449463
Quantity: 4 available
Stock Image
Evolutionary Algorithms and Neural Networks: Theory and Applications (Studies in Computational Intelligence, 780)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar3113020004142
Quantity: Over 20 available
Stock Image
Evolutionary Algorithms and Neural Networks: Theory and Applications (Studies in Computational Intelligence, 780)
Seller: Mispah books, Redhill, SURRE, United Kingdom
Seller rating 4 out of 5 stars
Paperback. Condition: New. New. book. Seller Inventory # ERICA77330300657236
Quantity: 1 available