Publication:
A variable flow modelling approach to military end strength planning

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Authors
Grossi, Benjamin K.
Subjects
Markov model
linear programming optimization
risk analysis
variable flow model
accession optimization
transition rate optimization
end strength planning
risk analysis
Advisors
Doerr, Kenneth
Date of Issue
2016-12
Date
Dec-16
Publisher
Monterey, California: Naval Postgraduate School
Language
Abstract
The purpose of this thesis is to develop a model to assist military manpower planners in meeting prescribed end strength requirements. To achieve this, I have developed a variable flow model capable of both optimizing accessions and also optimizing transition probabilities. I use the Marine Technician category of the Royal Australian Navy as the subject of the thesis, as it is currently facing large manpower deficits and could benefit from the recommendations. I compare forecasts using current and optimized parameters against each other, and the results show that optimizing transition probabilities is the most efficient way of meeting manpower targets—while maintaining the current hiring policy—for the Marine Technician category. I also conduct a risk analysis by simulating the effect of changes in the transition rate on the differential between the forecast and desired end strengths. Again, the transition probability optimization model performs better than the status quo situation. Recommendations are made for future research to improve the implementation of optimized transition probabilities and also for ways of limiting the attrition rate, which is the only variable not under the control of the Royal Australian Navy.
Type
Thesis
Description
Department
Graduate School of Business and Public Policy (GSBPP)
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Distribution Statement
Approved for public release; distribution is unlimited.
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Copyright is reserved by the copyright owner.
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