加速遗传算法的一维投影寻踪模型及其在市政工程中的应用
he One-dimensional Clustering Modeling of Accelerating Genetic Algorithm and its Application to Municipal
市政工程是复杂的巨系统,采用传统的方法对市政工程进行优化、建模、预测、模拟、评价和决策分析是比较困难的。本文尝试使用基于加速遗传算法的投影寻踪方法对市政工程进行优选、评价和预测分析。论文在对一维投影寻踪的窗口半径的经验取值进行理论探讨的基础上,改进了一维投影寻踪聚类模型;该模型经过市政工程方面实例的应用,取得了较为合理和有效的结果,表现出一定的可行性和可靠性。因此加速遗传算法的一维模型在市政工程中具有较为广泛的应用前景。?????
For the municipal engineering is a complicated and huge system, it is difficult to optimize, model, predict, imitate, evaluate, make policy and analyze in the municipal engineering by the traditional methods. Gaining the corresponding shortcomings, this thesis aims at trying to perform the optimization, evaluation and prediction in municipal engineering by Projection pursuit models based on Accelerating Genetic Algorithm. On the foundation of theoretical study of empirical value of window radius, this thesis modifies one-dimensional clustering modeling. This model that stated above is applied to the practical cases of municipal engineering, and reasonable and effective results, which show the feasibility and reliability of the model, is obtained. It is concluded that the model stated above can be applied to municipal engineering generally.
刘喆、曾繁慧
工程基础科学工程设计、工程测绘
市政工程遗传算法投影寻踪优选评价
Municipal WorksGenetic AlgorithmProjection Pursuitoptimizationevaluation
刘喆,曾繁慧.加速遗传算法的一维投影寻踪模型及其在市政工程中的应用[EB/OL].(2016-05-31)[2025-08-10].http://www.paper.edu.cn/releasepaper/content/201605-1627.点此复制
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