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Chinese Journal of Ship Research, Volume. 18, Issue 6, 128(2023)

Improved firefly algorithm for the stochastic duration optimization of the ship maintenance

Zhimin CHEN1, Yuan XIA1, Peng WANG2, Zhenghu WANG3, and Liping ZHANG4
Author Affiliations
  • 1China Ship Development and Design Center, Wuhan 430064, China
  • 2The 91184 Unit of PLA, Qingdao 266000, China
  • 3Dalian Shipbuilding Industry Co., Ltd., Dalian 116005, China
  • 4Wuhan University of Science and Technology, Wuhan 430081, China
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    References(10)

    [1] BALLESTÍN F. When it is worthwhile to work with the stochastic RCPSP?[J]. Journal of Scheduling, 10, 153-166(2007).

    [3] HERROELEN W, LEUS R. Project scheduling under uncertainty: survey and research potentials[J]. European Journal of Operational Research, 165, 289-306(2005).

    [4] RAHMAN H F, CHAKRABORTTY R K, RYAN M J. Managing uncertainty and disruptions in resource constrained project scheduling problems: a real-time reactive approach[J]. IEEE Access, 9, 45562-45586(2021).

    [5] BONNAL P, GOURC D, LACOSTE G. Where do we stand with fuzzy project scheduling?[J]. Journal of Construction Engineering and Management, 130, 114-123(2004).

    [7] CHEN H J, ZHANG J, LI R et al. A two-stage genetic programming framework for stochastic resource constrained multi-project scheduling problem under new project insertions[J]. Applied Soft Computing, 124, 109087(2022).

    [8] MÖHRING R H, RADERMACHER F J, WEISS G. Stochastic scheduling problems I-General strategies[J]. Zeitschrift Für Operations Research, 28, 193-260(1984).

    [11] SPRECHER A, KOLISCH R, DREXL A. Semi-active, active, and non-delay schedules for the resource-constrained project scheduling problem[J]. European Journal of Operational Research, 80, 94-102(1995).

    [12] SALLAM K M, CHAKRABORTTY R K, RYAN M J. A reinforcement learning based multi-method approach for stochastic resource constrained project scheduling problems[J]. Expert Systems With Applications, 169, 114479(2021).

    [13] [13] YANG X S. Natureinspired metaheuristic algithms[M]. Frome: Luniver Press, 2008.

    [17] CHAND S, SINGH H, RAY T. Evolving heuristics for the resource constrained project scheduling problem with dynamic resource disruptions[J]. Swarm and Evolutionary Computation, 44, 897-912(2019).

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    Zhimin CHEN, Yuan XIA, Peng WANG, Zhenghu WANG, Liping ZHANG. Improved firefly algorithm for the stochastic duration optimization of the ship maintenance[J]. Chinese Journal of Ship Research, 2023, 18(6): 128

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    Paper Information

    Category: Ship Design and Performance

    Received: Sep. 14, 2022

    Accepted: --

    Published Online: Mar. 21, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.03085

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology