并行装配线平衡问题中多线工作站缓冲区大小确定的启发式和元启发式方法

Heuristic and metaheuristic procedures for the buffer sizing problem in parallel assembly lines balancing problem with multi-line workstations and different cycle times

Computers and Operations Research · 2023
被引 7
ABS 3

中文导读

针对并行装配线平衡问题中多线工作站的缓冲区大小确定问题,提出了首个非精确求解方法,包括多种启发式和元启发式算法,并通过计算实验评估其性能。

Abstract

In the parallel assembly lines balancing problem (PALBP) there is the possibility that the operators can perform the tasks assigned to their multi-line workstation on two adjacent lines. As a result, the line efficiency can be increased. In a PALB system, the assembly lines can work with the same or different cycle times. In the latter case, the lines may produce in batches, and thus the use of buffers (existence and sizing) in multi-line workstations is needed. Exact procedures have been proposed to solve the buffer sizing problem (BSP) in a multi-line workstation, but only small-size instances can be solved in a viable computational time. The BSP is an unresolved problem for real-size instances. This paper presents the first non-exact procedures to solve real-size instances of the BSP in a multi-line workstation for a given set of tasks. The problem is detailed and described in the paper, and several heuristics and metaheuristic procedures are developed to solve it. Finally, several computational experiments are carried out to evaluate the procedures presented.

生产调度装配线平衡启发式算法元启发式算法缓冲区优化