Searching for multiobjective preventive maintenance schedules: combining preferences with evolutionary algorithms

DOI10.1016/j.ejor.2005.12.015zbMath1110.90041OpenAlexW2029146509MaRDI QIDQ857340

Donglin Liu, Sharon Hu, Gang Quan, Garrison W. Greenwood

Publication date: 14 December 2006

Published in: European Journal of Operational Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ejor.2005.12.015

zbMATH Keywords

multi-objective optimizationschedulingutility theoryevolutionary computationspreventive maintenance

Mathematics Subject Classification ID

Multi-objective and goal programming (90C29) Management decision making, including multiple objectives (90B50) Deterministic scheduling theory in operations research (90B35) Reliability, availability, maintenance, inspection in operations research (90B25)

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A model enhancement heuristic for building robust aircraft maintenance personnel rosters with stochastic constraints ⋮ Robust long-term aircraft heavy maintenance check scheduling optimization under uncertainty ⋮ Workforce-constrained maintenance scheduling for military aircraft fleet: a case study ⋮ Generator maintenance scheduling using discrete firefly algorithm ⋮ A multi-objective approach to simultaneous determination of spare part numbers and preventive replacement times ⋮ Operational aircraft maintenance routing problem with remaining time consideration ⋮ A three-stage mixed integer programming approach for optimizing the skill mix and training schedules for aircraft maintenance

Cites Work

• A new multiobjective evolutionary algorithm
• A survey of maintenance models: The control and surveillance of deteriorating systems
• Maintenance Policies for Stochastically Failing Equipment: A Survey
• Introduction to evolutionary computing
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