Parallel Problem Solving from Nature -- PPSN XIII: 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings (Lecture Notes in Computer Science)
暫譯: 自然啟發的平行問題解決 -- PPSN XIII:第十三屆國際會議,斯洛維尼亞盧布爾雅那,2014年9月13-17日,會議論文集(計算機科學講義)
- 出版商: Springer
- 出版日期: 2014-09-24
- 售價: $4,660
- 貴賓價: 9.5 折 $4,427
- 語言: 英文
- 頁數: 955
- 裝訂: Paperback
- ISBN: 3319107615
- ISBN-13: 9783319107615
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相關分類:
Computer-Science
海外代購書籍(需單獨結帳)
商品描述
This book constitutes the refereed proceedings of the 13th International Conference on Parallel Problem Solving from Nature, PPSN 2013, held in Ljubljana, Slovenia, in September 2014.
The total of 90 revised full papers were carefully reviewed and selected from 217 submissions. The meeting began with 7 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN XIII also included 9 tutorials. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; classifier system, differential evolution and swarm intelligence; coevolution and artificial immune systems; constraint handling; dynamic and uncertain environments; estimation of distribution algorithms and metamodelling; genetic programming; multi-objective optimisation; parallel algorithms and hardware implementations; real world applications; and theory.
商品描述(中文翻譯)
本書為第十三屆國際自然啟發的平行問題解決會議(PPSN 2013)的經過審稿的會議論文集,該會議於2014年9月在斯洛維尼亞的盧布爾雅那舉行。共計90篇修訂的完整論文從217篇投稿中仔細審核並選出。會議開始時舉辦了7個工作坊,這為探索進化計算、生物啟發計算和元啟發式演算法的特定主題提供了理想的機會。PPSN XIII還包括9個教程。論文按主題分為以下幾個部分:適應、自我適應和參數調整;分類器系統、差分演化和群體智慧;共同演化和人工免疫系統;約束處理;動態和不確定環境;分佈估計演算法和元建模;遺傳編程;多目標優化;平行演算法和硬體實現;現實世界應用;以及理論。