Intelligent Random Walk: An Approach Based on Learning Automata
Seiten
2019
|
1st ed. 2019
Springer International Publishing (Verlag)
978-3-030-10882-3 (ISBN)
Springer International Publishing (Verlag)
978-3-030-10882-3 (ISBN)
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.
Random walk algorithms: Definitions, weaknesses, and learning automata based approach.- Intelligent Models of Random Walk.- Applications.- Conclusions.
Erscheinungsdatum | 16.01.2019 |
---|---|
Reihe/Serie | SpringerBriefs in Applied Sciences and Technology | SpringerBriefs in Computational Intelligence |
Zusatzinfo | IX, 55 p. 31 illus., 16 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 124 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
Technik ► Elektrotechnik / Energietechnik | |
Schlagworte | Artificial Intelligence • Deep learning • Distributed Systems • evolutionary algorithms • Intelligent Random Walk • learning automata • Learning Automaton • Neural networks • Random Walk Algorithms |
ISBN-10 | 3-030-10882-1 / 3030108821 |
ISBN-13 | 978-3-030-10882-3 / 9783030108823 |
Zustand | Neuware |
Haben Sie eine Frage zum Produkt? |
Mehr entdecken
aus dem Bereich
aus dem Bereich
was sie kann & was uns erwartet
Buch | Softcover (2023)
C.H.Beck (Verlag)
18,00 €
von absurd bis tödlich: Die Tücken der künstlichen Intelligenz
Buch | Softcover (2023)
Heyne (Verlag)
20,00 €
dem Menschen überlegen – wie KI uns rettet und bedroht
Buch | Hardcover (2023)
Droemer (Verlag)
24,00 €