Evolutionary Computation and Complex Networks

Author:   Jing Liu ,  Hussein A. Abbass ,  Kay Chen Tan
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2019
ISBN:  

9783319599984


Pages:   148
Publication Date:   04 October 2018
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Evolutionary Computation and Complex Networks


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Author:   Jing Liu ,  Hussein A. Abbass ,  Kay Chen Tan
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2019
Weight:   0.454kg
ISBN:  

9783319599984


ISBN 10:   3319599984
Pages:   148
Publication Date:   04 October 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table 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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