Evolutionary Computation and Complex Networks
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45 385 Ft
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Estimated delivery time: In stock at the publisher, but not at Prospero's office. Delivery time approx. 3-5 weeks.
Not in stock at Prospero.
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Delivery time is estimated on our previous experiences. We give estimations only, because we order from outside Hungary, and the delivery time mainly depends on how quickly the publisher supplies the book. Faster or slower deliveries both happen, but we do our best to supply as quickly as possible.
Product details:
- Edition number Softcover reprint of the original 1st ed. 2019
- Publisher Springer
- Date of Publication 11 February 2019
- Number of Volumes 1 pieces, Previously published in hardcover
- ISBN 9783030096496
- Binding Paperback
- No. of pages148 pages
- Size 235x155 mm
- Weight 454 g
- Language English
- Illustrations 20 Illustrations, black & white; 29 Illustrations, color 0
Categories
Short description:
This book introduces the linkage between evolutionary computation and complex networks and the advantages of cross-fertilising ideas from both fields. Instead of introducing each field individually, the authors focus on the research that sits at the interface of both fields. The book is structured to address two questions: (1) how complex networks are used to analyze and improve the performance of evolutionary computation methods? (2) how evolutionary computation methods are used to solve problems in complex networks? The authors interweave complex networks and evolutionary computing, using evolutionary computation to discover community structure, while also using network analysis techniques to analyze the performance of evolutionary algorithms.The book is suitable for both beginners and senior researchers in the fields of evolutionary computation and complex networks.- Brings together the fields of evolutionary computation and complex networks, discussing them both qualitatively and quantitatively;
- Provides novel and efficient computational problem solving techniques that require little computer memory;
- Provides the pseudo-codes for the computational methods used in the book to enable readers to adopt the codes to their own problems.
Long description:
This book introduces the linkage between evolutionary computation and complex networks and the advantages of cross-fertilising ideas from both fields. Instead of introducing each field individually, the authors focus on the research that sits at the interface of both fields. The book is structured to address two questions: (1) how complex networks are used to analyze and improve the performance of evolutionary computation methods? (2) how evolutionary computation methods are used to solve problems in complex networks? The authors interweave complex networks and evolutionary computing, using evolutionary computation to discover community structure, while also using network analysis techniques to analyze the performance of evolutionary algorithms. The book is suitable for both beginners and senior researchers in the fields of evolutionary computation and complex networks.
MoreTable of Contents:
Part 1: Background .- Evolutionary Computation.- Complex Networks.- Part 2: Using Complex Networks to Analyze Evolutionary Algorithms.- Evolutionary Dynamics on Complex Networks.- Problem Difficulty Prediction based on Complex Networks.- Network-based Problem Difficulty Prediction Measures.- Part 3: Using Evolutionary Algorithms to Solve Problems in Complex Networks.- Evolutionary Community Detection Algorithms.- Evolving Robust Networks using Evolutionary Algorithms.- Other Optimization Problems in Complex Networks.
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Evolutionary Computation and Complex Networks
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