東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Cellular learning automata = theory ...

Vafashoar, Reza.

FindBook

Google Book

Amazon

博客來

Cellular learning automata = theory and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Cellular learning automata/ by Reza Vafashoar .. [et al.].
其他題名:	theory and applications /
其他作者:	Vafashoar, Reza.
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	xvi, 365 p. :ill., digital ;24 cm.
內容註:	Varieties of Cellular Learning Automata: An overview -- Cellular learning automata: A bibliometric analysis -- Learning from multiple reinforcements in cellular learning automata -- Applications of cellular learning automata and reinforcement learning in global optimization -- Applications of multi-reinforcement cellular learning automata in channel assignment -- Cellular Learning Automata for Collaborative Loss Sharing -- Cellular Learning Automata for Competitive Loss Sharing -- Cellular Learning Automata versus Multi-Agent Reinforcement Learning.
Contained By:	Springer Nature eBook
標題:	Machine learning. -
電子資源:	https://doi.org/10.1007/978-3-030-53141-6
ISBN:	9783030531416

Cellular learning automata = theory and applications /
Cellular learning automatatheory and applications /[electronic resource] :by Reza Vafashoar .. [et al.]. - Cham :Springer International Publishing :2021. - xvi, 365 p. :ill., digital ;24 cm. - Studies in systems, decision and control,v.3072198-4182 ;. - Studies in systems, decision and control ;v.307..

Varieties of Cellular Learning Automata: An overview -- Cellular learning automata: A bibliometric analysis -- Learning from multiple reinforcements in cellular learning automata -- Applications of cellular learning automata and reinforcement learning in global optimization -- Applications of multi-reinforcement cellular learning automata in channel assignment -- Cellular Learning Automata for Collaborative Loss Sharing -- Cellular Learning Automata for Competitive Loss Sharing -- Cellular Learning Automata versus Multi-Agent Reinforcement Learning.

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.

ISBN: 9783030531416

Standard No.: 10.1007/978-3-030-53141-6doiSubjects--Topical Terms:

533906
Machine learning.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Cellular learning automata = theory and applications /
LDR:02609nmm a2200337 a 4500 001 2235611
003 DE-He213
005 20200724163724.0
006 m d
007 cr nn 008maaau
008 211111s2021 sz s 0 eng d
020 $a 9783030531416 $q (electronic bk.)
020 $a 9783030531409 $q (paper)
024 7 $a 10.1007/978-3-030-53141-6 $2 doi
035 $a 978-3-030-53141-6
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .C393 2021
245 0 0 $a Cellular learning automata $h [electronic resource] : $b theory and applications / $c by Reza Vafashoar .. [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a xvi, 365 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in systems, decision and control, $x 2198-4182 ; $v v.307
505 0 $a Varieties of Cellular Learning Automata: An overview -- Cellular learning automata: A bibliometric analysis -- Learning from multiple reinforcements in cellular learning automata -- Applications of cellular learning automata and reinforcement learning in global optimization -- Applications of multi-reinforcement cellular learning automata in channel assignment -- Cellular Learning Automata for Collaborative Loss Sharing -- Cellular Learning Automata for Competitive Loss Sharing -- Cellular Learning Automata versus Multi-Agent Reinforcement Learning.
520 $a 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.
650 0 $a Machine learning. $3 533906
650 0 $a Cellular automata. $3 536282
650 0 $a Artificial intelligence. $3 516317
650 1 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Machine Learning. $3 3382522
700 1 $a Vafashoar, Reza. $3 3486256
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Studies in systems, decision and control ; $v v.307. $3 3486257
856 4 0 $u https://doi.org/10.1007/978-3-030-53141-6
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)