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Titlebook: Learning and Intelligent Optimization; 10th International C Paola Festa,Meinolf Sellmann,Joaquin Vanschoren Conference proceedings 2016 Spr

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发表于 2025-3-21 16:30:21 | 显示全部楼层 |阅读模式
书目名称Learning and Intelligent Optimization
副标题10th International C
编辑Paola Festa,Meinolf Sellmann,Joaquin Vanschoren
视频video
概述Includes supplementary material:
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Learning and Intelligent Optimization; 10th International C Paola Festa,Meinolf Sellmann,Joaquin Vanschoren Conference proceedings 2016 Spr
描述.This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Learning and Optimization, LION 10, which was held on Ischia, Italy, in May/June 2016...The 14 full papers presented together with 9 short papers and 2 GENOPT papers were carefully reviewed and selected from 47 submissions. The papers address all fields between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. Special focus is given to new ideas and methods; challenges and opportunities in various application areas; general trends, and specific developments..
出版日期Conference proceedings 2016
关键词algorithm selection; discrete mathematics; machine learning; mathematical optimization; meta-learning; al
版次1
doihttps://doi.org/10.1007/978-3-319-50349-3
isbn_softcover978-3-319-50348-6
isbn_ebook978-3-319-50349-3Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer International Publishing AG 2016
The information of publication is updating

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Designing and Comparing Multiple Portfolios of Parameter Configurations for Online Algorithm Selecti. We also generate a portfolio of parameter configurations using best-of-breed parameter tuning approaches directly for the comparison purpose. Experimental results show that our approach lead to improvements over best-of-breed parameter tuning approaches.
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Quantifying the Similarity of Algorithm ConfigurationsWe then quantify the degree of similarity between two configurations as the transformation cost between the respective concept DAGs. In the context of analyzing . configurations, we demonstrate that visualizations based on transformation costs can provide useful insights into the similarities and di
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Characterization of Neighborhood Behaviours in a Multi-neighborhood Local Search Algorithmaviours according to hardness of different solution quality regions based on simple statistics collected during any algorithm runs. We show that using neighborhood clusters instead of individual neighborhoods helps to reduce the parameter configuration space without misleading the search of the tuni
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ll them “securiteers”. They will add value to the business, improving the information security stance of organisations..978-94-007-3262-9978-90-481-8882-6Series ISSN 1876-1100 Series E-ISSN 1876-1119
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Nacim Belkhir,Johann Dréo,Pierre Savéant,Marc Schoenauerll them “securiteers”. They will add value to the business, improving the information security stance of organisations..978-94-007-3262-9978-90-481-8882-6Series ISSN 1876-1100 Series E-ISSN 1876-1119
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Jakob Bossek,Heike Trautmannll them “securiteers”. They will add value to the business, improving the information security stance of organisations..978-94-007-3262-9978-90-481-8882-6Series ISSN 1876-1100 Series E-ISSN 1876-1119
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