Discrete Search in Heterogeneous Integer Spaces for Automated Choice of Parameters using Correct-by-Construction Methods

Abstract

Discrete Search of integer spaces for tool parameter values provides a powerful methodology for modeling and finding a heuristically optimal parameter list for a given system. Current tools and implementations that exist focus primarily on homogeneous tool parameters, and the implementations for heterogeneous tool parameters is lacking. In this paper we introduce a correct-by-construction method of heterogeneous parameter reachability and validity search, and further outline the implementation as well as a demonstration using examples of heterogeneous systems that this tool can be used for.