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Mathematical Programming: Turing completeness and applications to software analysis

Leo Liberti(leoliberti***at***yahoo.com)
Fabrizio Marinelli(fabrizio.marinelli***at***univpm.it)

Abstract: Mathematical Programming is Turing complete, and can be used as a general-purpose declarative language. We present a new constructive proof of this fact, and showcase its usefulness by discussing an application to finding the hardest input of any given program running on a Minsky Register Machine. We also discuss an application of Mathematical Programming to software verification obtained by relaxing one of the properties of Turing complete languages.

Keywords: static analysis, abstract interpretation, verification, MINLP

Category 1: Integer Programming ((Mixed) Integer Nonlinear Programming )

Category 2: Applications -- Science and Engineering (Other )

Category 3: Global Optimization (Applications )

Citation:

Download: [PDF]

Entry Submitted: 10/07/2013
Entry Accepted: 10/08/2013
Entry Last Modified: 10/07/2013

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