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Engineering Commons

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Operations Research, Systems Engineering and Industrial Engineering

Air Force Institute of Technology

Theses and Dissertations

2016

Approximate dynamic programming

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Full-Text Articles in Engineering

Determination Of Fire Control Policies Via Approximate Dynamic Programming, Michael T. Davis Mar 2016

Determination Of Fire Control Policies Via Approximate Dynamic Programming, Michael T. Davis

Theses and Dissertations

Given the ubiquitous nature of both offensive and defensive missile systems, the catastrophe-causing potential they represent, and the limited resources available to countries for missile defense, optimizing the defensive response to a missile attack is a necessary endeavor. For a single salvo of offensive missiles launched at a set of targets, a missile defense system protecting those targets must decide how many interceptors to fire at each incoming missile. Since such missile engagements often involve the firing of more than one attack salvo, we develop a Markov decision process (MDP) model to examine the optimal fire control policy for the …