New heuristics for the 2-stage assembly scheduling problem with total earliness and tardiness minimisation: A computational evaluation
研究两阶段装配调度问题，以最小化总提前和总延误为目标，分析了决策问题与交货期生成的关系，设计了两种构造式启发式和一种复合启发式，并通过计算实验证明其优于现有方法。
Traditionally, scheduling literature has focused mainly on solving problems related to processing jobs with non-assembly operations. Despite the growing interest in the assembly literature in recent years, knowledge of the problem is still in its early stages in many aspects. In this regard, we are not aware of any previous contributions that address the assembly scheduling problem with just-in-time objectives. To fill this gap, this paper studies the 2-stage assembly scheduling problem minimising the sum of total earliness and total tardiness. We first analyse the relationship between the decision problem and the generation of the due dates of the jobs, and identify the equivalences with different related decision problems depending on the instances. The properties and conclusions obtained in the analysis are applied to design two constructive heuristics and a composite heuristic. To evaluate our proposals, different heuristics from the state-of-the-art of related scheduling problems are adapted, and a computational evaluation is carried out. The excellent behaviour of the proposed algorithms is demonstrated by an extensive computational evaluation. • Scheduling in a 2-stage assembly layout is addressed. • The total earliness and tardiness minimisation as objective is studied. • The decision problem depending on the generation of the due dates is analysed. • Two constructive heuristics and one composite heuristic are proposed. • The heuristics outperform existing methods for the problem.