Nature Inspired Cooperative Strategies for Optimization (NICSO 2013): Learning, Optimization and Interdisciplinary Applications (Studies in Computational Intelligence)
暫譯: 自然啟發的合作策略優化 (NICSO 2013):學習、優化與跨學科應用 (計算智慧研究)
- 出版商: Springer
- 出版日期: 2015-08-14
- 售價: $6,930
- 貴賓價: 9.5 折 $6,584
- 語言: 英文
- 頁數: 372
- 裝訂: Paperback
- ISBN: 3319033476
- ISBN-13: 9783319033471
海外代購書籍(需單獨結帳)
商品描述
Biological and other natural processes have always been a source of inspiration for computer science and information technology. Many emerging problem solving techniques integrate advanced evolution and cooperation strategies, encompassing a range of spatio-temporal scales for visionary conceptualization of evolutionary computation.
This book is a collection of research works presented in the VI International Workshop on Nature Inspired Cooperative Strategies for Optimization (NICSO) held in Canterbury, UK. Previous editions of NICSO were held in Granada, Spain (2006 & 2010), Acireale, Italy (2007), Tenerife, Spain (2008), and Cluj-Napoca, Romania (2011). NICSO 2013 and this book provides a place where state-of-the-art research, latest ideas and emerging areas of nature inspired cooperative strategies for problem solving are vigorously discussed and exchanged among the scientific community. The breadth and variety of articles in this book report on nature inspired methods and applications such as Swarm Intelligence, Hyper-heuristics, Evolutionary Algorithms, Cellular Automata, Artificial Bee Colony, Dynamic Optimization, Support Vector Machines, Multi-Agent Systems, Ant Clustering, Evolutionary Design Optimisation, Game Theory and other several Cooperation Models.
商品描述(中文翻譯)
生物及其他自然過程一直是計算機科學和信息技術的靈感來源。許多新興的問題解決技術整合了先進的演化和合作策略,涵蓋了多種時空尺度,以便對演化計算進行前瞻性的概念化。
本書是第六屆國際自然啟發合作策略優化研討會(NICSO)在英國坎特伯雷舉辦的研究作品集。NICSO的前幾屆分別於西班牙格拉納達(2006年和2010年)、意大利阿基雷阿萊(2007年)、西班牙特內里費(2008年)和羅馬尼亞克盧日-納波卡(2011年)舉行。NICSO 2013及本書提供了一個平台,讓最前沿的研究、最新的想法以及自然啟發的合作策略在問題解決中的新興領域在科學社群中進行熱烈的討論和交流。本書中的文章涵蓋了自然啟發的方法和應用,如群體智慧、超啟發式、演化算法、元胞自動機、人工蜜蜂群、動態優化、支持向量機、多代理系統、螞蟻聚類、演化設計優化、博弈論及其他幾種合作模型。