Abstract
In this paper, we study the open shop scheduling problem with blocking and deadlocks. First, we develop a new Petri net class that extends the well-known S3R nets to handle the features of open shop systems. Next, we establish necessary conditions for deadlock-free operation based on the properties of a particular structural siphon. Then, we implement a graph search algorithm that intelligently explores the net reachability graph and uses a search strategy based on a double filtering mechanism and new evaluation functions. We conducted computational tests on a set of classical instances adapted from the literature. The quality of the solutions was established with a lower bound calculated with the aforementioned siphon. The results show the validity of the approach: the proposed algorithm found solutions with values that were very close to the lower bound in most cases.
| Original language | English |
|---|---|
| Pages (from-to) | 1017-1028 |
| Number of pages | 12 |
| Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems |
| Volume | 48 |
| Issue number | 6 |
| DOIs | |
| State | Published - Jun 2018 |
Keywords
- Deadlock-free scheduling
- Petri nets (PNs)
- filtered beam search (FBS)
- open shop
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