Items related to Intelligent Random Walk: An Approach Based on Learning...

Intelligent Random Walk: An Approach Based on Learning Automata (SpringerBriefs in Applied Sciences and Technology) - Softcover

Saghiri, Ali Mohammad; Khomami, M. Daliri; Meybodi, Mohammad Reza

 
9783030108823: Intelligent Random Walk: An Approach Based on Learning Automata (SpringerBriefs in Applied Sciences and Technology)
Softcover
ISBN 10: 3030108821 ISBN 13: 9783030108823
Publisher: Springer, 2019

Synopsis

This book examines the intelligent random walk algorithms based on learning automata: these versions of random walk algorithms gradually obtain required information from the nature of the application to improve their efficiency. The book also describes the corresponding applications of this type of random walk algorithm, particularly as an efficient prediction model for large-scale networks such as peer-to-peer and social networks. The book opens new horizons for designing prediction models and problem-solving methods based on intelligent random walk algorithms, which are used for modeling and simulation in various types of networks, including computer, social and biological networks, and which may be employed a wide range of real-world applications.

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Publisher
Springer
Publication date
2019
Language
English
ISBN 10 
3030108821
ISBN 13 
9783030108823
Binding
Paperback
Edition number
1
Number of pages
64