Title: Hyper-heuristics with a dynamic heuristic set for the home care scheduling problem
Authors: Misir, Mustafa ×
Verbeeck, Katja
De Causmaecker, Patrick
Vanden Berghe, Greet #
Issue Date: Jul-2010
Publisher: IEEE Press
Host Document: IEEE Proceedings of the 2010 world conference on computational intelligence - WCCI 2010, Congress on evolutionary computation CEC 2010 pages:2875-2882
Conference: Congress on evolutionary computation edition:12 location:Barcelona, Spain date:18-23 July 2010
Article number: C-7932
Abstract: A hyper-heuristic performs search over a set of other search mechanisms.
the search, it does not require any problem-dependent data. This structure
hyper-heuristics problem-independent indirect search mechanisms. In this
we propose a learning strategy to explore elite heuristic subsets for
phases of a search. For that purpose, we apply a number of hyper-heuristics
the proposed approach to a set of home care scheduling problem instances.
results show that the learning strategy increases the performance of the
different hyper-heuristics by excluding some heuristics from the heuristic
over the tested problem instances.
Publication status: published
KU Leuven publication type: IC
Appears in Collections:Informatics Section
Computer Science, Campus Kulak Kortrijk
Faculty of Science, Campus Kulak Kortrijk
Computer Science Technology TC, Technology Campuses Ghent and Aalst
Technologiecluster Computerwetenschappen
× corresponding author
# (joint) last author

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