Multi-objective flow shop scheduling with limited buffers using hybrid self-adaptive differential evolution

2019 ◽  
Vol 11 (4) ◽  
pp. 407-422 ◽  
Author(s):  
Jing Liang ◽  
Peng Wang ◽  
Li Guo ◽  
Boyang Qu ◽  
Caitong Yue ◽  
...  
Keyword(s):  
Differential Evolution ◽  
Flow Shop ◽  
Flow Shop Scheduling ◽  
Shop Scheduling ◽  
Multi Objective ◽  
Adaptive Differential Evolution ◽  
Limited Buffers ◽  
Self Adaptive

An Adaptive Differential Evolution Algorithm for Flow Shop Scheduling to Minimize Makespan

2013 ◽  
Vol 411-414 ◽  
pp. 2089-2092
Author(s):  
Yan Ping Zhou
Keyword(s):  
Differential Evolution ◽  
Flow Shop ◽  
Differential Evolution Algorithm ◽  
Flow Shop Scheduling ◽  
Evolution Process ◽  
Adaptive Mutation ◽  
Shop Scheduling ◽  
Adaptive Differential Evolution ◽  
Evolution Algorithm ◽  
Searching Ability

This paper proposed an adaptive differential evolution algorithm. The algorithm has an adaptive mutation factor which can be nonlinear reduced along with evolution process. Mutation factor is declined slowly in the beginning of evolution process in order to improve the global searching ability of the algorithm, and declined rapidly in the later of evolution process. The proposed algorithm is applied to solve flow shop scheduling to minimize makespan, computational experiments on a typical scheduling benchmark shows that the algorithm has a good performance.

An effective hybrid DE-based algorithm for multi-objective flow shop scheduling with limited buffers

2009 ◽  
Vol 36 (1) ◽  
pp. 209-233 ◽  
Author(s):  
Bin Qian ◽  
Ling Wang ◽  
De-xian Huang ◽  
Wan-liang Wang ◽  
Xiong Wang
Keyword(s):  
Flow Shop ◽  
Flow Shop Scheduling ◽  
Shop Scheduling ◽  
Multi Objective ◽  
Limited Buffers
Sign in / Sign up

Export Citation Format

Share Document