558 research outputs found
Approximate Dynamic Programming Algorithms for United States Air Force Officer Sustainment
The United States Air Force (USAF) officer sustainment system involves making accession and promotion decisions for nearly 64 thousand officers annually. We formulate a discrete time stochastic Markov decision process model to examine this military workforce planning problem. The large size of the motivating problem suggests that conventional exact dynamic programming algorithms are inappropriate. As such, we propose two approximate dynamic programming (ADP) algorithms to solve the problem. We employ a least-squares approximate policy iteration (API) algorithm with instrumental variables Bellman error minimization to determine approximate policies. In this API algorithm, we use a modified version of the Bellman equation based on the post-decision state variable. Approximating the value function using a post-decision state variable allows us to find the best policy for a given approximation using a decomposable mixed integer nonlinear programming formulation. We also propose an approximate value iteration algorithm using concave adaptive value estimation (CAVE). The CAVE algorithm identities an improved policy for a test problem based on the current USAF officer sustainment system. The CAVE algorithm obtains a statistically significant 2.8% improvement over the currently employed USAF policy, which serves as the benchmark
Graduate School: Course Decriptions, 1972-73
Official publication of Cornell University V.64 1972/7
Labour mobility in Greek industry : inter and intra-generational trends
Imperial Users onl
Air Force Institute of Technology Research Report 2011
This report summarizes the research activities of the Air Force Institute of Technology’s Graduate School of Engineering and Management. It describes research interests and faculty expertise; lists student theses/dissertations; identifies research sponsors and contributions; and outlines the procedures for contacting the school. Included in the report are: faculty publications, conference presentations, consultations, and funded research projects. Research was conducted in the areas of Aeronautical and Astronautical Engineering, Electrical Engineering and Electro-Optics, Computer Engineering and Computer Science, Systems and Engineering Management, Operational Sciences, Mathematics, Statistics and Engineering Physics
Graduate Division Programs for the Academic Year 1976-77 New Jersey Institute of Technology
https://digitalcommons.njit.edu/coursecatalogs/1018/thumbnail.jp
New Jersey Institute of Technology 1977-1979 Graduate Division Programs
https://digitalcommons.njit.edu/coursecatalogs/1019/thumbnail.jp
New Jersey Institute of Technology Catalog of Graduate Programs 1975-1976 Academic Year
https://digitalcommons.njit.edu/coursecatalogs/1020/thumbnail.jp
Newark College of Engineering Graduate Programs 1974-75 Academic Year
https://digitalcommons.njit.edu/coursecatalogs/1021/thumbnail.jp
Newark College of Engineering Graduate Programs 1973-74 Academic Year
https://digitalcommons.njit.edu/coursecatalogs/1022/thumbnail.jp
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