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Application of Interactive Multiobjective Genetic Algorithm in Maintenance Optimization of Bridge Decks

机译:交互式多目标遗传算法在桥面维修优化中的应用

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In order to determine the optimal set of maintenance strategies for a network of bridges with concrete decks, a maintenance strategy optimization method using interactive genetic algorithm is presented in this paper. Evolution is leaded into optimal comprehensive performance of multiple objects by way of inputting inaccurate preference information and fitness Sharing technique is introduced to improve the diversity of populations. Ultimately, the set of solutions satisfying different preferences can be obtained. Thus, selecting difficulty of optimal maintenance strategy can be greatly reduced. Data obtained from bridge inspection report of 2005 of Liaoning province are used to demonstrate the feasibility and capability of the proposed approach.
机译:为了确定具有混凝土面板的桥梁网络的最优维修策略集,提出了一种基于交互式遗传算法的维修策略优化方法。通过输入不正确的偏好信息将进化引入多个对象的最佳综合性能,并引入适应度共享技术以改善种群的多样性。最终,可以获得满足不同偏好的一组解决方案。因此,可以大大减少最佳维护策略的选择难度。从辽宁省2005年桥梁检测报告中获得的数据证明了该方法的可行性和能力。

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