On the Value of Information for Tactical Decision Support in Stockout Management
Created by W.Langdon from
gp-bibliography.bib Revision:1.8129
- @InProceedings{Langton:2012:HICSS,
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author = "Sebastian Langton and Martin J. Geiger",
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title = "On the Value of Information for Tactical Decision
Support in Stockout Management",
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booktitle = "45th Hawaii International Conference on System Science
(HICSS 2012)",
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year = "2012",
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month = jan,
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pages = "1286--1295",
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size = "10 pages",
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abstract = "This article presents an approach for decision support
in tactical stock out management, primarily with
respect to inventory management problems. A framework
for eliciting information on stock out consequences
from experts is presented. In a subsequent evaluation
process, our solution approach for detecting cost
functions in soft expert information is introduced: By
applying a Genetic Programming (GP) algorithm,
sufficiently precise cost functions can be determined
for analysed stock out items. Comparing the information
content of different test instances, the quality of
solutions seems to be satisfying even with little
information available. Furthermore, it is shown that a
tendency of positive correlation between the amount of
information in test instances and the quality of the
solutions exists. Finally, an obvious gap of solutions
quality can be observed at a certain degree of
instance-specific information content.",
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keywords = "genetic algorithms, genetic programming, evaluation
process, inventory management, positive correlation,
stockout management, tactical decision support,
decision support systems, inventory management",
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DOI = "doi:10.1109/HICSS.2012.455",
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ISSN = "1530-1605",
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notes = "Also known as \cite{6148678}",
- }
Genetic Programming entries for
Sebastian Langton
Martin J Geiger
Citations