• Title/Summary/Keyword: Breaking Heuristic

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Heuristic Algorithm for the Single-machine Scheduling with Periodic Maintenance (주기정비를 고려한 단일기계 일정계획을 위한 휴리스틱 알고리즘 설계)

  • Lee, Sang-Heon;Lee, In-Gu
    • Journal of Korean Institute of Industrial Engineers
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    • v.34 no.3
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    • pp.318-327
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    • 2008
  • This paper considers a single-machine scheduling problem with availability constraints. In many realistic situations, machines may not be always available due to various reasons such as maintenance, breakdown and repair. However, most literature on scheduling assume that the machines are available at all times. This paper deals with a single-machine scheduling problem with periodic maintenance. If the maintenance decision is made jointly with the job scheduling, the system will be more effective. The objective is to minimize the total completion time of jobs. This problem is proved to be NP-hard in the strong sense. The proposed breaking heuristic(BH) algorithm rule is established by some theorems and conditions. Our computational results show that the BH algorithm is much more efficient than existing heuristic.

Design of Hierarchical Ring-Mesh Optical Networks Considering Cabling Cost (케이블 비용을 고려한 링메쉬 구조의 광통신망 설계)

  • Han, Jung-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.5
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    • pp.1716-1729
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    • 2010
  • In this paper, we deal with a hierarchical ring-mesh optical network design problem. The objective is to minimize the total cost of optical add-drop multiplexers (OADMs) handling intra-ring traffic, optical cross-connects (OXCs) handling inter-ring traffic, and cabling cost among OADMs and among OXCs, while satisfying intra-ring and inter-ring capacities. We develop an integer programming (IP) formulation for the problem and devise some cutting planes that partially break the symmetry of rings. Dealing with the inherent computational complexity of the problem, we devise an effective heuristic procedure that finds a good quality feasible solution within reasonable computing times. Computational results demonstrate the efficacy of the proposed solution procedure; the developed symmetry breaking inequalities significantly reduce the computing time to find an optimal solution for small size problems, and the heuristic procedure finds a better feasible solution than that CPLEX, a commercial optimization software, finds for large size problems.

Development of Scheduler Based on Simulation for Phone Camera Lens Module Manufacturing System (폰카메라 렌즈모듈 제조시스템을 위한 시뮬레이션 기반의 스케줄러 개발)

  • Kim, Jae Hoon;Lee, Seung Woo;Lee, Dae Ryoung;Park, Chul Soon;Song, Jun Yeob;Moon, Dug Hee
    • Journal of the Korea Society for Simulation
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    • v.23 no.4
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    • pp.131-142
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    • 2014
  • Phone camera lens module is assembled with a barrel, multiple lenses, multiple spacers and a shield. The major processes of manufacturing system are injection molding, coating and assembly processes, and each process has multiple machines. In this paper, we introduce a scheduler based on simulation model which can be used for frequent rescheduling problem caused by urgent orders, breaking down of molds and failures of machines. The scheduling algorithm uses heuristic Backward-Forward method, and the objective is to minimize the number of tardy orders.