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학술논문경영과학2020.03 발행KCI 피인용 4

긴급주문과 순서의존준비시간이 있는 흐름공정의 일정계획 휴리스틱 알고리즘 연구

Heuristic Algorithms for a Two-Machine Flowshop Scheduling Problem with Urgent Jobs and Sequence-Dependent Setup Times

이주용(강원대학교); 정봉주(한남대학교)

37권 1호, 47~60쪽

초록

This paper considers a two-machine flowshop scheduling problem in which there are sequence-dependent setup times and two classes of jobs with different urgencies, i.e., urgent jobs and normal (not urgent) jobs. The objective of this problem is minimizing total tardiness of one class for urgent jobs and the maximum completion time (makespan) of the other class for normal (non-urgent) jobs. To solve this problem, we propose a mathematical formulation and several heuristic algorithms (three list scheduling algorithms, two constructive algorithms, one meta-heuristic algorithm). To evaluate the performance of the developed algorithms, computational experiments are performed on randomly generated instances. The results show that the proposed algorithms can provide reasonable solutions in a short time for given instances.

Abstract

This paper considers a two-machine flowshop scheduling problem in which there are sequence-dependent setup times and two classes of jobs with different urgencies, i.e., urgent jobs and normal (not urgent) jobs. The objective of this problem is minimizing total tardiness of one class for urgent jobs and the maximum completion time (makespan) of the other class for normal (non-urgent) jobs. To solve this problem, we propose a mathematical formulation and several heuristic algorithms (three list scheduling algorithms, two constructive algorithms, one meta-heuristic algorithm). To evaluate the performance of the developed algorithms, computational experiments are performed on randomly generated instances. The results show that the proposed algorithms can provide reasonable solutions in a short time for given instances.

발행기관:
한국경영과학회
DOI:
http://dx.doi.org/10.7737/KMSR.2020.37.1.047
분류:
경영학

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긴급주문과 순서의존준비시간이 있는 흐름공정의 일정계획 휴리스틱 알고리즘 연구 | 경영과학 2020 | AskLaw | 애스크로 AI