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UBC Theses and Dissertations
Airline network inventory control policy : an application of Markov Decision Processes and Simulation Biswanger, Kyle Adrian
Abstract
In this thesis an airline network inventory control policy is developed. The inventory problem being faced differs from traditional hierarchical inventory problems. In this problem the inventory system is composed of a network of warehouses where demand is observed between warehouses and inventory "consumed" from one warehouse is "provided" to another. The control policy is developed using two modeling techniques: Dynamic Programming and Simulation. Dynamic programming, or Markov Decision Processes, is used to help define a control policy. The limitations imposed by the use of Dynamic Programming are overcome by implementing the results in a Simulation model. The policy resulting from this analysis demonstrates the potential to save $390,000 per year with minimal operational impact to Canadian Airlines International. This represents a 60% reduction in non-service related equipment movements.
Item Metadata
Title |
Airline network inventory control policy : an application of Markov Decision Processes and Simulation
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Creator | |
Publisher |
University of British Columbia
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Date Issued |
2000
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Description |
In this thesis an airline network inventory control policy is developed. The inventory problem
being faced differs from traditional hierarchical inventory problems. In this problem the
inventory system is composed of a network of warehouses where demand is observed between
warehouses and inventory "consumed" from one warehouse is "provided" to another.
The control policy is developed using two modeling techniques: Dynamic Programming and
Simulation. Dynamic programming, or Markov Decision Processes, is used to help define a
control policy. The limitations imposed by the use of Dynamic Programming are overcome by
implementing the results in a Simulation model.
The policy resulting from this analysis demonstrates the potential to save $390,000 per year with
minimal operational impact to Canadian Airlines International. This represents a 60% reduction
in non-service related equipment movements.
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Extent |
4968837 bytes
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Genre | |
Type | |
File Format |
application/pdf
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Language |
eng
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Date Available |
2009-07-23
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Provider |
Vancouver : University of British Columbia Library
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Rights |
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.
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DOI |
10.14288/1.0089828
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URI | |
Degree | |
Program | |
Affiliation | |
Degree Grantor |
University of British Columbia
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Graduation Date |
2001-05
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Campus | |
Scholarly Level |
Graduate
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Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.