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A Binary Grasshopper Optimisation Algorithm Applied to the Set Covering Problem Read chapter Read first chapter

2019 | OriginalPaper | Chapter

Improving the Performance of Hierarchical Clustering Protocols with Network Evolution Model

Authors : Chiranjib Patra, Nicolea Botezatu

Published in: Cybernetics and Algorithms in Intelligent Systems

Publisher: Springer International Publishing

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Abstract

In distributed computing, clustering of the nodes is generally used to make the communication process energy-efficient. However, in the mechanics of clustering, the number of clusters increases as the energy of the nodes gets depleted. This dispersive nature of clustering probability leads to the quick death of the nodes. This chapter explains the usage of an optimization matrix from clustering probability as obtained from a network evolution model. The proposed framework of an optimization matrix shows considerable promise in boosting the efficiency of data delivery and network lifetime of the hierarchical clustering protocols in wireless sensor networks.

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Appendix
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Metadata
Title
Improving the Performance of Hierarchical Clustering Protocols with Network Evolution Model
Authors
Chiranjib Patra
Nicolea Botezatu
Copyright Year
2019
Book
Cybernetics and Algorithms in Intelligent Systems

Print ISBN: 978-3-319-91191-5

Electronic ISBN: 978-3-319-91192-2

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-319-91192-2_9

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