Quantum algorithms for process parallel flexible job shop scheduling

May 1, 2021·
Berend Denkena
,
Fritz Schinkel
Jonathan Pirnay
Jonathan Pirnay
,
Sören Wilmsmeier
· 0 min read
Abstract
Flexible Job Shop Scheduling is one of the most difficult optimization problems known. In addition, modern production planning and control strategies require continuous and process-parallel optimization of machine allocation and processing sequences. Therefore, this paper presents a new method for process parallel Flexible Job Shop Scheduling using the concept of quantum computing based optimization. A scientific benchmark and the application to a realistic use-case demonstrates the good performance and practicability of this new approach. A managerial insight shows how the approach for process parallel flexible job shop scheduling can be integrated in existing production planning and control IT-infrastructure.
Type
Publication
In CIRP Journal of Manufacturing Science and Technology, Volume 33, May 2021, Pages 100-114