Recent Advances in Learning Automata: Studies in Computational Intelligence, cartea 754
Autor Alireza Rezvanian, Ali Mohammad Saghiri, Seyed Mehdi Vahidipour, Mehdi Esnaashari, Mohammad Reza Meybodien Limba Engleză Paperback – 6 iun 2019
This book collects recent theoretical advances and concrete applications of learning automata (LAs) in various areas of computer science, presenting a broad treatment of the computer science field in a survey style. Learning automata (LAs) have proven to be effective decision-making agents, especially within unknown stochastic environments. The book starts with a brief explanation of LAs and their baseline variations. It subsequently introduces readers to a number of recently developed, complex structures used to supplement LAs, and describes their steady-state behaviors. These complex structures have been developed because, by design, LAs are simple units used to perform simple tasks; their full potential can only be tapped when several interconnected LAs cooperate to produce a group synergy.
In turn, the next part of the book highlights a range of LA-based applications in diverse computer science domains, from wireless sensor networks, to peer-to-peer networks, to complex social networks, and finally to Petri nets. The book accompanies the reader on a comprehensive journey, starting from basic concepts, continuing to recent theoretical findings, and ending in the applications of LAs in problems from numerous research domains. As such, the book offers a valuable resource for all computer engineers, scientists, and students, especially those whose work involves the reinforcement learning and artificial intelligence domains.
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (1) | 641.31 lei 6-8 săpt. | |
Springer International Publishing – 6 iun 2019 | 641.31 lei 6-8 săpt. | |
Hardback (1) | 647.61 lei 6-8 săpt. | |
Springer International Publishing – 26 ian 2018 | 647.61 lei 6-8 săpt. |
Din seria Studies in Computational Intelligence
- 50% Preț: 264.48 lei
- 70% Preț: 235.75 lei
- 20% Preț: 1134.78 lei
- 20% Preț: 966.66 lei
- 20% Preț: 1423.29 lei
- 20% Preț: 168.78 lei
- 18% Preț: 1089.74 lei
- 20% Preț: 565.38 lei
- 20% Preț: 636.14 lei
- 20% Preț: 1026.49 lei
- 20% Preț: 1546.90 lei
- 20% Preț: 630.47 lei
- 20% Preț: 644.20 lei
- 20% Preț: 973.14 lei
- 20% Preț: 970.73 lei
- 20% Preț: 969.90 lei
- 20% Preț: 1142.04 lei
- 20% Preț: 1415.20 lei
- 20% Preț: 1020.82 lei
- 20% Preț: 1026.49 lei
- 20% Preț: 1024.85 lei
- 18% Preț: 2449.69 lei
- 20% Preț: 969.09 lei
- 20% Preț: 1142.04 lei
- 20% Preț: 1140.44 lei
- 20% Preț: 1021.64 lei
- 20% Preț: 1430.55 lei
- 18% Preț: 1375.05 lei
- 18% Preț: 1102.11 lei
- 20% Preț: 1018.40 lei
- 20% Preț: 987.68 lei
- 20% Preț: 1024.07 lei
- 20% Preț: 1249.53 lei
- 20% Preț: 1019.22 lei
- 20% Preț: 968.30 lei
- 20% Preț: 1146.08 lei
- 20% Preț: 1138.80 lei
- 20% Preț: 1037.78 lei
- 20% Preț: 1140.44 lei
- 20% Preț: 1142.87 lei
- 20% Preț: 1429.76 lei
- 18% Preț: 985.35 lei
- 20% Preț: 977.17 lei
- 20% Preț: 1034.54 lei
- 20% Preț: 1262.78 lei
- 20% Preț: 974.89 lei
- 20% Preț: 1027.45 lei
- 20% Preț: 924.65 lei
- 20% Preț: 1149.31 lei
- 20% Preț: 1428.13 lei
Preț: 641.31 lei
Preț vechi: 801.63 lei
-20% Nou
Puncte Express: 962
Preț estimativ în valută:
122.77€ • 127.62$ • 101.79£
122.77€ • 127.62$ • 101.79£
Carte tipărită la comandă
Livrare economică 05-19 februarie 25
Preluare comenzi: 021 569.72.76
Specificații
ISBN-13: 9783319891828
ISBN-10: 3319891820
Pagini: 458
Ilustrații: XIX, 458 p. 240 illus., 126 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.67 kg
Ediția:Softcover reprint of the original 1st ed. 2018
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Computational Intelligence
Locul publicării:Cham, Switzerland
ISBN-10: 3319891820
Pagini: 458
Ilustrații: XIX, 458 p. 240 illus., 126 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.67 kg
Ediția:Softcover reprint of the original 1st ed. 2018
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Computational Intelligence
Locul publicării:Cham, Switzerland
Cuprins
Learning automata theory.- Cellular learning automata.- Learning automata for wireless sensor networks.- Learning automata for cognitive Peer-to-peer networks.- Learning automata for Complex Social Networks.- Adaptive petri net based on learning automata.- Summary and future directions.
Textul de pe ultima copertă
This book collects recent theoretical advances and concrete applications of learning automata (LAs) in various areas of computer science, presenting a broad treatment of the computer science field in a survey style. Learning automata (LAs) have proven to be effective decision-making agents, especially within unknown stochastic environments. The book starts with a brief explanation of LAs and their baseline variations. It subsequently introduces readers to a number of recently developed, complex structures used to supplement LAs, and describes their steady-state behaviors. These complex structures have been developed because, by design, LAs are simple units used to perform simple tasks; their full potential can only be tapped when several interconnected LAs cooperate to produce a group synergy.
In turn, the next part of the book highlights a range of LA-based applications in diverse computer science domains, from wireless sensor networks, to peer-to-peer networks, to complex social networks, and finally to Petri nets. The book accompanies the reader on a comprehensive journey, starting from basic concepts, continuing to recent theoretical findings, and ending in the applications of LAs in problems from numerous research domains. As such, the book offers a valuable resource for all computer engineers, scientists, and students, especially those whose work involves the reinforcement learning and artificial intelligence domains.
Caracteristici
Addresses key issues and topics related to learning automata theories, architectures, models, algorithms, and their applications Presents a broad treatment of the computer science field in a survey style Highlights recent research advances