Multi-objective optimisation in flexible assembly job shop scheduling using a distributed ant colony system

2020 ◽  
Vol 283 (2) ◽  
pp. 441-460 ◽  
Author(s):  
Sicheng Zhang ◽  
Xiang Li ◽  
Bowen Zhang ◽  
Shouyang Wang
Keyword(s):  
Job Shop ◽  
Job Shop Scheduling ◽  
Ant Colony ◽  
Ant Colony System ◽  
Flexible Assembly ◽  
Shop Scheduling ◽  
Multi Objective

Research of Multi-Objective Optimization Study for Job Shop Scheduling Problem Based on Grey Ant Colony Algorithm

2011 ◽  
Vol 308-310 ◽  
pp. 1033-1036 ◽  
Author(s):  
Ya Dong Fang ◽  
Fang Wang ◽  
Hui Wang
Keyword(s):  
Ant Colony Algorithm ◽  
Job Shop ◽  
Job Shop Scheduling ◽  
Optimization Method ◽  
Ant Colony ◽  
Scheduling Problem ◽  
Job Shop Scheduling Problem ◽  
Shop Scheduling ◽  
Multi Objective ◽  
Processing Order

In order to resolve Multi-objective job shop scheduling problem, an optimization method of many goals scheduling based on grey relation theory and ant colony algorithm is proposed. Firstly, this paper introduces the relevant mathematical theory. AHP and Grey relational analysis, and they are combined to solve the choice of pre-processing equipment under the multi-objective conditions. What's more, ant colony algorithm is discussed to solve problem of processing order for machine. The effectiveness of multi-objective algorithm for job shop scheduling problem is verified through applying example.

scholarly journals Unified Multi-Objective Genetic Algorithm for Energy Efficient Job Shop Scheduling

IEEE Access ◽  
2021 ◽  
pp. 1-1
Author(s):  
Hongjing Wei ◽  
Shaobo Li ◽  
Huafeng Quan ◽  
Dacheng Liu ◽  
Shu Rao ◽  
...  
Keyword(s):  
Genetic Algorithm ◽  
Energy Efficient ◽  
Job Shop ◽  
Job Shop Scheduling ◽  
Shop Scheduling ◽  
Multi Objective ◽  
Multi Objective Genetic Algorithm
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