Intelligent Distributed Computing XII (Studies in Computational Intelligence)
暫譯: 智能分散計算 XII(計算智慧研究)
- 出版商: Springer
- 出版日期: 2018-09-15
- 售價: $8,670
- 貴賓價: 9.5 折 $8,237
- 語言: 英文
- 頁數: 448
- 裝訂: Hardcover
- ISBN: 3319996258
- ISBN-13: 9783319996257
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商品描述
This book gathers a wealth of research contributions on recent advances in intelligent and distributed computing, and which present both architectural and algorithmic findings in these fields. A major focus is placed on new techniques and applications for evolutionary computation, swarm intelligence, multi-agent systems, multi-criteria optimization and Deep/Shallow machine learning models, all of which are approached as technological drivers to enable autonomous reasoning and decision-making in complex distributed environments. Part of the book is also devoted to new scheduling and resource allocation methods for distributed computing systems. The book represents the peer-reviewed proceedings of the 12th International Symposium on Intelligent Distributed Computing (IDC 2018), which was held in Bilbao, Spain, from October 15 to 17, 2018.
商品描述(中文翻譯)
本書匯集了大量關於智能與分散計算最近進展的研究貢獻,並展示了這些領域的架構和演算法發現。書中主要集中於進化計算、群體智慧、多代理系統、多準則優化以及深度/淺層機器學習模型的新技術和應用,這些都被視為促進在複雜分散環境中實現自主推理和決策的技術驅動因素。本書的一部分也專門探討了分散計算系統的新排程和資源分配方法。本書代表了第十二屆智能分散計算國際研討會(IDC 2018)的同行評審會議論文集,該會議於2018年10月15日至17日在西班牙比爾包舉行。