单源容量设施选址问题的多重交换启发式算法

A Multi-Exchange Heuristic for the Single-Source Capacitated Facility Location Problem

Management Science · 2004
被引 127
人大 A+FT50UTD24ABS 4*

中文导读

提出一种超大规模邻域搜索算法,通过客户多重交换和设施移动来求解单源容量设施选址问题,在基准实例和意大利工厂真实数据上验证了有效性。

Abstract

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 multi-exchanges 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.

大规模邻域搜索多交换启发式单源容量设施选址问题客户多交换