Article ID: | iaor1994478 |
Country: | United Kingdom |
Volume: | 20 |
Issue: | 4 |
Start Page Number: | 421 |
End Page Number: | 434 |
Publication Date: | May 1993 |
Journal: | Computers and Operations Research |
Authors: | Maimon Oded, Last Mark |
Keywords: | stochastic processes, heuristics |
The work builds upon an economic approach to designing an automatic supervisor of a discrete event stochastic process. The supervisory model ignores some available information without a significant decrease in the expected performance of the controlled process. The authors develop an information-efficient decision system performing as a maintenance supervisor of a combat squadron. A discrete event stochastic model of the controlled system is represented both mathematically and graphically. The problem of information-efficient control of some maintenance activities is formulated and then solved by a heuristic algorithm. The authors also discuss an efficient use of some computation parameters of the search procedure.