Parallel Problem Solving from Nature - Ppsn XVIII: 18th International Conference, Ppsn 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, P
Affenzeller, Michael, Winkler, Stephan M., Kononova, Anna V.
- 出版商: Springer
- 出版日期: 2024-08-29
- 售價: $3,310
- 貴賓價: 9.5 折 $3,145
- 語言: 英文
- 頁數: 410
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031700678
- ISBN-13: 9783031700675
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商品描述
This multi-volume LNCS set, LNCS 15148-15151, constitutes the refereed proceedings of the 18th International Conference on Parallel Problem Solving from Nature, PPSN 2024, held in Hagenberg, Austria, in September 2024.
The 101 full papers presented in these proceedings were carefully reviewed and selected from 294 submissions. The papers presented in these four volumes are organized in the following topical sections:
Part I: Combinatorial Optimization; Genetic Programming; Fitness Landscape Modeling and Analysis.
Part II: Benchmarking and Performance Measures; Automated Algorithm Selection and Configuration; Numerical Optimization; Bayesian- and Surrogate-Assisted Optimization.
Part III: Theoretical Aspects of Nature-Inspired Optimization; (Evolutionary) Machine Learning and Neuroevolution; Evolvable Hardware and Evolutionary Robotics.
Part IV: Multi-Objective Optimization; Real-World Applications.
商品描述(中文翻譯)
這套多卷的 LNCS 系列，LNCS 15148-15151，構成了第十八屆自然啟發的平行問題解決國際會議（PPSN 2024）的經過審稿的會議論文集，該會議於 2024 年 9 月在奧地利哈根貝格舉行。
這些論文集中呈現的 101 篇完整論文是從 294 篇投稿中仔細審核和選出的。這四卷中的論文按照以下主題部分進行組織：
第一部分：組合優化；遺傳編程；適應度景觀建模與分析。
第二部分：基準測試與性能衡量；自動算法選擇與配置；數值優化；貝葉斯及代理輔助優化。
第三部分：自然啟發優化的理論方面；（進化）機器學習與神經進化；可進化硬體與進化機器人。
第四部分：多目標優化；實際應用。
