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具有抢占和准备时间的同型机调度问题

Scheduling on identical machines with preemption and setup times

International Journal of Production Research · 2023
被引 8
ABS 3

中文导读

研究了同型机上带准备时间的最小化最大完工时间调度问题,对两台机器给出动态规划并证明存在完全多项式时间近似方案,对多台机器提出启发式和遗传算法。

Abstract

In this paper, we address the problem of scheduling jobs on identical machines for minimising the maximum completion time (makespan). Each job requires a sequence-independent setup time, which represents the time needed to prepare the machines for job execution. Then, we introduce a dynamic programme to solve the case with two machines, and show that this problem admits a fully polynomial time approximation scheme. For the case of m machines, we propose heuristics and an adapted genetic algorithm. Some numerical experiments are done to evaluate the proposed algorithms.

调度理论运筹学算法设计生产调度