Back to Search
Start Over
A quantum‐inspired cuckoo co‐evolutionary algorithm for no‐wait flow shop scheduling
- Source :
- IET Collaborative Intelligent Manufacturing, Vol 3, Iss 2, Pp 105-118 (2021)
- Publication Year :
- 2021
- Publisher :
- Wiley, 2021.
-
Abstract
- No‐wait flow shop scheduling problems (NWFSPs) are widespread in practical applications. The authors propose a quantum‐inspired cuckoo co‐evolutionary algorithm for the NWFSP to minimize the makespan. There are three algorithm components: quantum solution construction, quantum population evolution, and an improved neighbourhood local search. They generate initial solutions, search solutions, and improve solution qualities, respectively. Parameters of the proposed algorithm are calibrated statistically. The proposal with calibrated parameters is compared with three existing algorithms on Reeves and Taillard benchmark instances with middle scales. Experimental results show that the proposal outperforms the compared algorithms.
- Subjects :
- Technological innovations. Automation
Mathematical optimization
biology
Computer science
HD45-45.2
Evolutionary algorithm
Manufactures
Flow shop scheduling
biology.organism_classification
Industrial and Manufacturing Engineering
TS1-2301
Computer Science Applications
Artificial Intelligence
Hardware and Architecture
Cuckoo
Quantum
Subjects
Details
- Language :
- English
- ISSN :
- 25168398
- Volume :
- 3
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- IET Collaborative Intelligent Manufacturing
- Accession number :
- edsair.doi.dedup.....5d83dc4bb2607f948abe3cb7ed066ef8