JOBSHOP SCHEDULING WITH IMPRECISE DURATIONS - A FUZZY APPROACH

Authors
Citation
P. Fortemps, JOBSHOP SCHEDULING WITH IMPRECISE DURATIONS - A FUZZY APPROACH, IEEE transactions on fuzzy systems, 5(4), 1997, pp. 557-569
Citations number
33
Categorie Soggetti
Computer Sciences, Special Topics","System Science","Computer Science Artificial Intelligence","Engineering, Eletrical & Electronic
ISSN journal
10636706
Volume
5
Issue
4
Year of publication
1997
Pages
557 - 569
Database
ISI
SICI code
1063-6706(1997)5:4<557:JSWID->2.0.ZU;2-D
Abstract
Jobshop scheduling problems are NP - hard problems. The durations in t he reality of manufacturing are often imprecise and the imprecision in data is very critical for the scheduling procedures. Therefore, the f uzzy approach, in the framework of the Dempster-Shafer theory, command s attention. The fuzzy numbers are considered as sets of possible prob abilistic distributions, After a review of some issues concerning fuzz y numbers, we discuss the determination of a unique optimal solution o f the problem and then we cast a meta-heuristic (simulated annealing-S A) to this particular framework for optimization, It should be stresse d that the obtained schedule remains feasible for all realizations of the operations durations.