带广义优先约束的装箱问题的批量移动迭代局部搜索算法

A batching-move iterated local search algorithm for the bin packing problem with generalized precedence constraints

International Journal of Production Research · 2017
被引 19
ABS 3

中文导读

研究了带优先约束的装箱问题,提出一种集成构造过程和邻域结构的迭代局部搜索算法,在基准测试中能在合理时间内获得高质量解。

Abstract

In this paper, we propose a generalisation of the bin packing problem, obtained by adding precedences between items that can assume heterogeneous non-negative integer values. Such generalisation also models the well-known Simple Assembly Line Balancing Problem of type I. To solve the problem, we propose a simple and effective iterated local search algorithm that integrates in an innovative way of constructive procedures and neighbourhood structures to guide the search to local optimal solutions. Moreover, we apply some preprocessing procedures and adapt classical lower bounds from the literature. Extensive computational experiments on benchmark instances suggest that the developed algorithm is able to generate good quality solutions in a reasonable computational time.

装箱问题迭代局部搜索装配线平衡数学优化算法设计