Parallel Problem Solving from Nature - Ppsn XVI: 16th International Conference, Ppsn 2020, Leiden, the Netherlands, September 5-9, 2020, Proceedings,
暫譯: 自然啟發的平行問題解決 - Ppsn XVI:第十六屆國際會議,Ppsn 2020,荷蘭萊頓,2020年9月5-9日,會議論文集

Bäck, Thomas, Preuss, Mike, Deutz, André

  • 出版商: Springer
  • 出版日期: 2020-09-03
  • 售價: $4,130
  • 貴賓價: 9.5$3,924
  • 語言: 英文
  • 頁數: 735
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 303058111X
  • ISBN-13: 9783030581114
  • 海外代購書籍(需單獨結帳)

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商品描述

This two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parallel Problem Solving from Nature, PPSN 2020, held in Leiden, The Netherlands, in September 2020.

The 99 revised full papers were carefully reviewed and selected from 268 submissions. The topics cover classical subjects such as automated algorithm selection and configuration; Bayesian- and surrogate-assisted optimization; benchmarking and performance measures; combinatorial optimization; connection between nature-inspired optimization and artificial intelligence; genetic and evolutionary algorithms; genetic programming; landscape analysis; multiobjective optimization; real-world applications; reinforcement learning; and theoretical aspects of nature-inspired optimization.


商品描述(中文翻譯)

這兩卷的 LNCS 12269 和 LNCS 12270 是第十六屆國際自然啟發的平行問題解決會議(PPSN 2020)的經過審稿的會議論文集,該會議於 2020 年 9 月在荷蘭萊頓舉行。

這 99 篇修訂的完整論文是從 268 篇投稿中仔細審核和選出的。主題涵蓋了經典的課題,如自動化算法選擇與配置;貝葉斯和代理輔助優化;基準測試和性能衡量;組合優化;自然啟發的優化與人工智慧之間的聯繫;遺傳算法和進化算法;遺傳編程;景觀分析;多目標優化;實際應用;強化學習;以及自然啟發優化的理論方面。

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