CSpace  > 应用数学研究所
multiobjectiveoptimizationofthedistributedpermutationflowshopschedulingproblemwithtransportationandeligibilityconstraints
Cai Shuang; Yang Ke; Liu Ke
2018
Source Publicationjournaloftheoperationsresearchsocietyofchina
ISSN2194-668X
Volume6Issue:3Pages:391
AbstractIn this paper, we consider the distributed permutation flow shop scheduling problem (DPFSSP) with transportation and eligibility constrains. Three objectives are taken into account, i.e., makespan, maximum lateness and total costs (transportation costs and setup costs). To the best of our knowledge, there is no published work on multi-objective optimization of the DPFSSP with transportation and eligibility constraints. First, we present themathematics model and constructive heuristics for single objective; then, we propose an improved The Nondominated Sorting Genetic Algorithm II (NSGA-II) for the multi-objective DPFSSP to find Pareto optimal solutions, in which a novel solution representation, a new population re-/initialization, effective crossover and mutation operators, as well as local search methods are developed. Based on extensive computational and statistical experiments, the proposed algorithm performs better than the well-known NSGA-II and the Strength Pareto Evolutionary Algorithm 2 (SPEA2).
Language英语
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/43037
Collection应用数学研究所
Affiliation中国科学院数学与系统科学研究院
Recommended Citation
GB/T 7714
Cai Shuang,Yang Ke,Liu Ke. multiobjectiveoptimizationofthedistributedpermutationflowshopschedulingproblemwithtransportationandeligibilityconstraints[J]. journaloftheoperationsresearchsocietyofchina,2018,6(3):391.
APA Cai Shuang,Yang Ke,&Liu Ke.(2018).multiobjectiveoptimizationofthedistributedpermutationflowshopschedulingproblemwithtransportationandeligibilityconstraints.journaloftheoperationsresearchsocietyofchina,6(3),391.
MLA Cai Shuang,et al."multiobjectiveoptimizationofthedistributedpermutationflowshopschedulingproblemwithtransportationandeligibilityconstraints".journaloftheoperationsresearchsocietyofchina 6.3(2018):391.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Cai Shuang]'s Articles
[Yang Ke]'s Articles
[Liu Ke]'s Articles
Baidu academic
Similar articles in Baidu academic
[Cai Shuang]'s Articles
[Yang Ke]'s Articles
[Liu Ke]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Cai Shuang]'s Articles
[Yang Ke]'s Articles
[Liu Ke]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.