Intelligent Random Walk: An Approach Based on Learning Automata

• Κύριοι συγγραφείς: Saghiri, Ali Mohammad (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Khomami, M. Daliri (http://id.loc.gov/vocabulary/relators/aut), Meybodi, Mohammad Reza (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: SpringerBriefs in Computational Intelligence,
• Θέματα: Computational intelligence.; Robotics.; Automation.; Machine learning.; Neural networks (Computer science) .; Computational Intelligence.; Robotics and Automation.; Machine Learning.; Mathematical Models of Cognitive Processes and Neural Networks.

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...

Πίνακας περιεχομένων:

• Random walk algorithms: Definitions, weaknesses, and learning automata based approach
• Intelligent Models of Random Walk
• Applications
• Conclusions.