Development of a fitness measure for an inventory and production control system
Genetic Algorithm
APIOBPCS
Lead time
Simulation
Laplace transform
1997
.Conference paper
Second International Conferenceon Genetic Algorithms in Engineering Systems: Innovations and Applications, IEE Conference Publication Number 446, September 2nd-4th, Glasgow, UK, 351-356.
Abstract
The paper outlines a method of developing a fitness measure for use in a genetic algorithm for assessing the performance of a generic production control system. The performance criteria are based on the ability to recover from inventory variations, the ability to filter out noise, robustness to production delays, robustness to WIP information delays and selectivity.