| 书目名称 | Cellular Learning Automata: Theory and Applications | | 编辑 | Reza Vafashoar,Hossein Morshedlou,Mohammad Reza Me | | 视频video | | | 概述 | Presents recent advances and developments in cellular learning automata.Addresses key topics and issues regarding the models, theories, algorithms, and applications of cellular learning automata.Highl | | 丛书名称 | Studies in Systems, Decision and Control | | 图书封面 |  | | 描述 | This book highlights both theoretical and applied advances in cellular learning automata (CLA), a type of hybrid computational model that has been successfully employed in various areas to solve complex problems and to model, learn, or simulate complicated patterns of behavior. Owing to CLA’s parallel and learning abilities, it has proven to be quite effective in uncertain, time-varying, decentralized, and distributed environments. .The book begins with a brief introduction to various CLA models, before focusing on recently developed CLA variants. In turn, the research areas related to CLA are addressed as bibliometric network analysis perspectives. The next part of the book presents CLA-based solutions to several computer science problems in e.g. static optimization, dynamic optimization, wireless networks, mesh networks, and cloud computing. Given its scope, the book is well suited for all researchers in the fields of artificial intelligence and reinforcement learning. . | | 出版日期 | Book 2021 | | 关键词 | Reinforcement Learning; Learning Automata; Cellular Learning Automata; Wavefront Cellular Learning Aut | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-53141-6 | | isbn_softcover | 978-3-030-53143-0 | | isbn_ebook | 978-3-030-53141-6Series ISSN 2198-4182 Series E-ISSN 2198-4190 | | issn_series | 2198-4182 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
The information of publication is updating
|
|
发表于 2025-3-21 19:28:17
