Generative Adversarial Construction of Parallel Portfolios

Since automatic algorithm configuration methods have been very effective, recently there is increasing research interest in utilizing them for automatic solver construction, resulting in several notable approaches. For these approaches, a basic assumption is that the given training set could suffici...

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Bibliographic Details

Published in:	IEEE transactions on cybernetics Vol. 52; no. 2; pp. 784 - 795
Main Authors:	Liu, Shengcai, Tang, Ke, Yao, Xin
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.02.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Automatic portfolio construction (APC) Boolean algebra generative adversarial approach Generative adversarial networks parallel algorithm portfolio Parallel algorithms parameter tuning Portfolios Solvers Training Training data
ISSN:	2168-2267, 2168-2275, 2168-2275
Online Access:	Get full text
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