带时间依赖学习效应的最小化拖期工件数调度问题的求解算法

Solution algorithms for the number of tardy jobs minimisation scheduling with a time-dependent learning effect

International Journal of Production Research · 2016
被引 14
ABS 3

中文导读

研究单机调度中考虑时间依赖学习效应时,如何安排工序顺序使拖期工件数最少,提出了两种启发式算法和分支定界算法,实验表明分支定界可解18个工件以内的问题,启发式算法MFLA高效有效。

Abstract

This paper deals with a single-machine scheduling problem with a time-dependent learning effect. The goal is to determine the job sequence that minimise the number of tardy jobs. Two dominance properties, two heuristic algorithms and a lower bound to speed up the search process of the branch-and-bound algorithm are proposed. Computational experiments show that the branch-and-bound algorithm can solve instances up to 18 jobs in a reasonable amount of time, and the proposed heuristic algorithm MFLA performs effectively and efficiently

单机调度学习效应拖期工件数最小化分支定界算法启发式算法