A multi-exchange heuristic for the single-source capacitated facility location problem

被引:80
作者
Ahuja, RK [1 ]
Orlin, JB
Pallottino, S
Scaparra, MP
Scutellà, MG
机构
[1] Univ Florida, Dept Ind & Syst Engn, Gainesville, FL 32611 USA
[2] MIT, Sloan Sch Management, Cambridge, MA 02139 USA
[3] Univ Pisa, Dipartimento Informat, Pisa, Italy
关键词
location problems; large-scale optimization; neighborhood search; negative cycles;
D O I
10.1287/mnsc.1030.0193
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We present a very large-scale neighborhood (VLSN) search algorithm for the capacitated facility location problem with single-source constraints. The neighborhood structures are induced by customer multiexchanges and by facility moves. We consider both traditional single-customer multi-exchanges, detected on a suitably defined customer improvement graph, and more innovative multicustomer multi-exchanges, detected on a facility improvement graph dynamically built through the use of a greedy scheme. Computational results for some benchmark instances are reported that demonstrate the effectiveness of the approach for solving large-scale problems. A further test on real data involving an Italian factory is also presented.
引用
收藏
页码:749 / 760
页数:12
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