Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372
SurrogateLIB: An extendable library of mixed-integer programs with embedded machine learning predictors - MaRDI portal

Deprecated: Use of MediaWiki\Skin\SkinTemplate::injectLegacyMenusIntoPersonalTools was deprecated in Please make sure Skin option menus contains `user-menu` (and possibly `notifications`, `user-interface-preferences`, `user-page`) 1.46. [Called from MediaWiki\Skin\SkinTemplate::getPortletsTemplateData in /var/www/html/w/includes/Skin/SkinTemplate.php at line 691] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Deprecated: Use of QuickTemplate::(get/html/text/haveData) with parameter `personal_urls` was deprecated in MediaWiki Use content_navigation instead. [Called from MediaWiki\Skin\QuickTemplate::get in /var/www/html/w/includes/Skin/QuickTemplate.php at line 131] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

SurrogateLIB: An extendable library of mixed-integer programs with embedded machine learning predictors

From MaRDI portal



DOI10.5281/zenodo.11231147Zenodo11231147MaRDI QIDQ6700422

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 21 May 2024

Copyright license: No records found.



Description

We constructed a set of Mixed-Integer Programming (MIP) instances with embedded Machine Learning (ML) predictors. The generators for these instances are available at: https://github.com/Opt-Mucca/PySCIPOpt-ML. The full paper which introduces SurrogateLIB and the larger Python framework PySCIPOpt-ML is available at: https://arxiv.org/abs/2312.08074






This page was built for dataset: SurrogateLIB: An extendable library of mixed-integer programs with embedded machine learning predictors

Retrieved from "https://mardi.schubotz.org/w/index.php?title=SurrogateLIB:_An_extendable_library_of_mixed-integer_programs_with_embedded_machine_learning_predictors&oldid=44847454"
Powered by MediaWiki