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* crossref.bib (LION2019): New.
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 * biblio.bib (MATILDA,DanDec2019analysis): New.
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MLopez-Ibanez committed Jan 31, 2024
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34 changes: 34 additions & 0 deletions biblio.bib
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Expand Up @@ -3066,6 +3066,32 @@ @InCollection{DanDec2016neighborhood
pages = {234--239},
}

@InCollection{DanDec2019analysis,
author = Dang_Nguyen #and# DeCausmaecker,
title = {Analysis of Algorithm Components and Parameters: Some Case
Studies},
pages = {288--303},
abstract = {Modern high-performing algorithms are usually highly
parameterised, and can be configured either manually or by an
automatic algorithm configurator. The algorithm performance
dataset obtained after the configuration step can be used to
gain insights into how different algorithm parameters
influence algorithm performance. This can be done by a number
of analysis methods that exploit the idea of learning
prediction models from an algorithm performance dataset and
then using them for the data analysis on the importance of
variables. In this paper, we demonstrate the complementary
usage of three methods along this line, namely forward
selection, fANOVA and ablation analysis with surrogates on
three case studies, each of which represents some special
situations that the analyses can fall into. By these
examples, we illustrate how to interpret analysis results and
discuss the advantage of combining different analysis
methods.},
doi = {10.1007/978-3-030-05348-2_25},
crossref = {LION2019}
}

@InCollection{DanDoe2019gecco,
author = Dang_Nguyen #and# Doerr_C,
title = "Hyper-parameter tuning for the ({1 + (\(\lambda\), \(\lambda\))}) {GA}",
Expand Down Expand Up @@ -8408,6 +8434,14 @@ @PhDThesis{Lygoe2010phd
school = {University of Sheffield Sheffield, UK}
}

@Misc{MATILDA,
author = Smith-Miles_K #and# Munoz_MA #and# {Neelofar},
title = {Melbourne Algorithm Test Instance Library with Data Analytics
({MATILDA})},
year = 2020,
url = {https://matilda.unimelb.edu.au/}
}

@InProceedings{Mackle95,
author = Mackle # and # Savic # and # Walters,
title = {Application of Genetic Algorithms to Pump Scheduling for
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16 changes: 15 additions & 1 deletion crossref.bib
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Expand Up @@ -3475,13 +3475,27 @@ @Book{LION2018
booktitle = "Learning and Intelligent Optimization, 12th International
Conference, LION 12",
year = 2018,
editor = Battiti #and# {Mauro Brunato} #and# {Ilias Kotsireas} #and# {Panos M. Pardalos},
editor = Battiti #and# {Mauro Brunato} #and# {Ilias Kotsireas} #and# Pardalos,
volume = 11353,
series = lncs,
publisher = springer,
address = add-cham,
}

@Book{LION2019,
booktitle = {Learning and Intelligent Optimization, 13th International
Conference, LION 13},
editor = {Nikolaos F. Matsatsinis} #and# {Yannis Marinakis} #and#
Pardalos,
title = {13th International Conference, LION 13, Chania, Crete,
Greece, May 27-31, 2019, Revised Selected Papers},
year = 2019,
publisher = springer,
volume = 11968,
series = lncs,
address = add-cham
}

@Proceedings{LMCA2020,
title = {Learning Meets Combinatorial Algorithms Workshop at NeurIPS 2020,
{LMCA} 2020, Vancouver, Canada, December 12, 2020},
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