Learning and Intelligent Optimization: 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers (Lecture Notes in Computer Science)
暫譯: 學習與智能優化:第九屆國際會議 LION 9,法國里爾,2015年1月12-15日。修訂選擇論文(計算機科學講義)
- 出版商: Springer
- 出版日期: 2015-06-09
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 328
- 裝訂: Paperback
- ISBN: 3319190830
- ISBN-13: 9783319190839
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相關分類:
Computer-Science
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商品描述
This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Conference on Learning and Optimization, LION 9, which was held in Lille, France, in January 2015.
The 31 contributions presented were carefully reviewed and selected for inclusion in this book. The papers address all fields between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. Special focus is given to algorithm selection and configuration, learning, fitness landscape, applications, dynamic optimization, multi-objective, max-clique problems, bayesian optimization and global optimization, data mining and - in a special session - also on dynamic optimization.
商品描述(中文翻譯)
本書是第九屆國際學習與優化會議(LION 9)經過徹底審稿的會後論文集,該會議於2015年1月在法國里爾舉行。
本書收錄的31篇貢獻論文經過仔細審查和選擇,涵蓋了機器學習、人工智慧、數學規劃以及針對困難優化問題的演算法等各個領域。特別關注的主題包括演算法選擇與配置、學習、適應度景觀、應用、動態優化、多目標、最大團問題、貝葉斯優化與全域優化、資料探勘,以及在特別會議中討論的動態優化。