A Sums-of-Squares extension of policy iterations

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A Sums-of-Squares Extension of Policy Iterations

In order to address the imprecision often introduced by widening operators, policy iteration based on min-computations amounts to consider the characterization of reachable states of a program as an iterative computation of policies, starting from a post-fixpoint. Computing each policy and the associated invariant relies on a sequence of numerical optimizations. While the early papers rely on L...

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ژورنال

عنوان ژورنال: Nonlinear Analysis: Hybrid Systems

سال: 2017

ISSN: 1751-570X

DOI: 10.1016/j.nahs.2017.03.001