An evolutionary algorithm and discrete event simulation for optimizing inspection strategies for multi-stage processesAn evolutionary algorithm and discrete event simulation for optimizing inspection strategies for multi-stage processes
Faculty of Applied Economics
Department of Engineering Management
Faculteit Toegepaste Economische Wetenschappen
Antwerp :UA, 2004[*]2004
Research paper / UA, Faculty of Applied Economics ; 2004:10
University of Antwerp
The problem of determining the optimal inspection strategy for a given multi-stage production process, i.e. the inspection strategy that results in the lowest total inspection cost, while still assuring a required output quality, is modelled as a joint optimization of inspection location, type and inspection limits. A fusion between a discrete event simulation to model the multi-stage process subject to inspection and to calculate the resulting inspection costs, and an evolutionary algorithm (EA) to optimize the inspection strategies, is suggested.