Predicting success in United States Air Force pilot training using machine learning techniques
The chronic pilot shortage that has plagued the United States Air Force over the past three
years poses a national-level problem that senior military members are working to overcome …
years poses a national-level problem that senior military members are working to overcome …
A joint problem of strategic workforce planning and fleet renewal: With an application in defense
Reductions in defense expenditure require holistic and coordinated planning of two critical
and interconnected defense capabilities, namely a fleet of assets and the workforce …
and interconnected defense capabilities, namely a fleet of assets and the workforce …
Robust decision-making in the internet of battlefield things using bayesian neural networks
The Internet of Battlefield Things (IoBT) is a dynamically composed network of intelligent
sensors and actuators that operate as a command and control, communications, computers …
sensors and actuators that operate as a command and control, communications, computers …
Adapting to changing labor productivity as a result of intensified heat stress in a changing climate
The intensification of heat stress reduces the labor capacity and hence poses a threat to
socio‐economic development. The reliable projection of the changing climate and the …
socio‐economic development. The reliable projection of the changing climate and the …
Two stochastic optimization methods for shift design with uncertain demand
Z Wu, G Xu, Q Chen, N Mao - Omega, 2023 - Elsevier
The purpose of this paper is to investigate the shift design problem with a probability
constraint on demand satisfaction and to design the corresponding stochastic model so that …
constraint on demand satisfaction and to design the corresponding stochastic model so that …
A new mathematical model for determining optimal workforce planning of pilots in an airline company
This study aims to model a workforce-planning problem of pilot roles which include captain
and first officer in an airline company and to make an efficient plan having maximal …
and first officer in an airline company and to make an efficient plan having maximal …
Markov manpower planning models: a review
VA Amenaghawon, VU Ekhosuehi… - International Journal …, 2023 - inderscienceonline.com
A manpower system is a network of individuals working together in an organisation for the
purpose of achieving the common goal of the organisation. To ensure that the right number …
purpose of achieving the common goal of the organisation. To ensure that the right number …
Upholding labor productivity with intensified heat stress: Robust planning for adaptation to climate change under uncertainty
The intensification of heat stress in a changing climate poses great threats to both human
health and labor productivity. It is of great practical importance to assess the impacts of …
health and labor productivity. It is of great practical importance to assess the impacts of …
Toward safe decision-making via uncertainty quantification in machine learning
The automation of safety-critical systems is becoming increasingly prevalent as machine
learning approaches become more sophisticated and capable. However, approaches that …
learning approaches become more sophisticated and capable. However, approaches that …
A risk analytics model for strategic workforce planning: readiness of enlisted military personnel
L MacDonald, JA Paul - Annals of Operations Research, 2024 - Springer
We develop a dynamic stochastic model of military workforce planning that incorporates
uncertainties about personnel gains and losses across ranks. We then apply it to determine …
uncertainties about personnel gains and losses across ranks. We then apply it to determine …