Output details
11 - Computer Science and Informatics
University of Stirling
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Article title
A hybrid metaheuristic case-based reasoning system for nurse rostering
Type
D - Journal article
Title of journal
Journal of Scheduling
Article number
-
Volume number
12
Issue number
2
First page of article
99
ISSN of journal
1099-1425
Year of publication
2008
URL
-
Number of additional authors
2
Additional information
<22> We present a novel Case-Based Reasoning system called CABAROST to deal with the real-world nurse rostering problem at the Queens Medical Centre NHS Trust in Nottingham. The personnel scheduling problem is represented in terms of the constraints that should be satisfied. CABAROST captures nurse rostering experience from personnel managers for the purpose of solving future problems, by storing examples of their repairs of constraint violations. The method provides a flexible way to allow different managers to train the case-base independently, and thus provides a tool which is not bound by the understanding and bias of the algorithm developers.
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
24
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
