Electronics Optics & Control, Volume. 20, Issue 12, 18(2013)
Fire Assignment Based on QuantumInspired Estimation of Distribution Algorithm
Fire assignment is a classical hard NP problem.To solve the problem rapidly and efficientlya nonlinear integer programming model was built up and a new quantuminspired estimation of distribution algorithm (QEDA) is providedwhich combined the merit of global search of the estimation of distribution algorithm (EDA) and the merit of local search of the quantum evolution algorithm (QEA).A reasonable encoding method was used and an adaptive quantum rotated operator was designed for fire distribution to improve the iteration efficiency and search capability.Simulation results proved the effectiveness of the algorithm and showed that it can improve the rapidity and accurateness effectively for fire assignment.
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ZHANG Yi, YANG Xiuxia, ZHOU Shaolei. Fire Assignment Based on QuantumInspired Estimation of Distribution Algorithm[J]. Electronics Optics & Control, 2013, 20(12): 18
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Received: Sep. 3, 2012
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Published Online: Dec. 17, 2013
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