Multi-objective optimization algorithm for flow shop scheduling with family setup times

2013 ◽  
Vol 32 (12) ◽  
pp. 3343-3346
Author(s):  
Kai-bing YANG ◽  
Xiao-bing LIU
Keyword(s):  
Optimization Algorithm ◽  
Flow Shop ◽  
Setup Times ◽  
Flow Shop Scheduling ◽  
Multi Objective Optimization ◽  
Shop Scheduling ◽  
Multi Objective

Study on Multi-Objective Optimization of Hybrid Flow Shop Scheduling Problem

2014 ◽  
Vol 1082 ◽  
pp. 529-534
Author(s):  
Zheng Ying Lin ◽  
Wei Zhang
Keyword(s):  
Flow Shop ◽  
Economic Benefits ◽  
Flow Shop Scheduling ◽  
Hybrid Flow Shop ◽  
Scheduling Problem ◽  
Multi Objective Optimization ◽  
Nsga Ii ◽  
Shop Scheduling ◽  
Multi Objective ◽  
Hybrid Flow Shop Scheduling

Due to several mutual conflicting optimized objectives in the hybrid flow shop scheduling problem, its optimized model, including three objectives of make-span, flow-time and tardiness, was firstly set up, instead of the single optimized objective. Furthermore, in order to improve the optimized efficiency and parallelism, after comparing the normal multi-objective optimized methods, an improved NSGA-II algorithm with external archive strategy was proposed. Finally, taking a piston production line as example, its performance was tested. The result showed that the multi-objective optimization of hybrid flow shop scheduling based on improved NSGA-II provided managers with a set of feasible solutions for selection in accordance to their own preference. Therefore the decision could be made more scientific and efficient, and thus brings to the factory more economic benefits.

Discrete evolutionary multi-objective optimization for energy-efficient blocking flow shop scheduling with setup time

2020 ◽  
Vol 93 ◽  
pp. 106343 ◽  
Author(s):  
Yuyan Han ◽  
Junqing Li ◽  
Hongyan Sang ◽  
Yiping Liu ◽  
Kaizhou Gao ◽  
...  
Keyword(s):  
Energy Efficient ◽  
Flow Shop ◽  
Setup Time ◽  
Flow Shop Scheduling ◽  
Multi Objective Optimization ◽  
Shop Scheduling ◽  
Multi Objective
Sign in / Sign up

Export Citation Format

Share Document