A Two-Phase Hybrid Approach for the Hybrid Flexible Flowshop with Transportation Times

被引:3
作者
Armstrong, Eddie [1 ]
Garraffa, Michele [2 ,3 ]
O'Sullivan, Barry [2 ,3 ]
Simonis, Helmut [2 ,3 ]
机构
[1] Johnson & Johnson Res Ctr, Limerick, Ireland
[2] Confirm SFI Res Ctr Smart Mfg, Limerick, Ireland
[3] Univ Coll Cork, Sch Comp Sci & IT, Cork, Ireland
来源
INTEGRATION OF CONSTRAINT PROGRAMMING, ARTIFICIAL INTELLIGENCE, AND OPERATIONS RESEARCH, CPAIOR 2022 | 2022年 / 13292卷
基金
爱尔兰科学基金会;
关键词
Metaheuristics; Constraint Programming; Scheduling; Hybrid Flowshop;
D O I
10.1007/978-3-031-08011-1_1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a two-phase heuristic approach for the Hybrid Flexible Flowshop with Transportation Times (HFFTT) which combines a metaheuristic with constraint programming (CP). In the first phase an adapted version of a state-of-the-art metaheuristic for the Hybrid Flowshop [15] generates an initial solution. In the second phase, a CP approach reoptimizes the solution with respect to the last stages. Although this research is still in progress, the initial computational results are very promising. In fact, we show that the proposed hybrid approach outperforms both the adapted version of [15] and earlier CP approaches.
引用
收藏
页码:1 / 13
页数:13
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