Decomposition of Differential Games with Multiple Targets

Decomposition of Differential Games with Multiple Targets

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Article ID: iaor20162410
Volume: 169
Issue: 3
Start Page Number: 848
End Page Number: 875
Publication Date: Jun 2016
Journal: Journal of Optimization Theory and Applications
Authors: ,
Keywords: heuristics
Abstract:

This paper provides a decomposition technique for the purpose of simplifying the solution of certain zero‐sum differential games. The games considered terminate when the state reaches a target, which can be expressed as the union of a collection of target subsets considered as ‘multiple targets’; the decomposition consists in replacing the original target by each of the target subsets. The value of the original game is then obtained as the lower envelope of the values of the collection of games, resulting from the decomposition, which can be much easier to solve than the original game. Criteria are given for the validity of the decomposition. The paper includes examples, illustrating the application of the technique to pursuit/evasion games and to flow control.

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