Quantum entanglement inspired hard constraint handling for operations engineering optimization with an application to airport shift planning

Expert Systems with Applications(2022)

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摘要
•New method to improve satisfaction of hard constraints in operations engineering optimization.•Hard constraints are represented as quantum entanglement circuit and circuit parameters.•A quantum entanglement inspired GA is developed to solve the optimization problem.•Constraints satisfied with less computation efforts & better exploration-exploitation balance.•A real-world case study of an airport shift planning demonstrates the improved performance.
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关键词
Artificial intelligence,Quantum entanglement,Discrete constrained optimization problem,Hard constraint handling,Operations engineering optimization,Airport shift planning
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