基于改进投影寻踪算法的装备保障能力评估  

Ability Evaluation of the Equipment Support Based on Improved Projection Pursuit Algorithm Model

作　　者：郑显柱[1] 罗建华[2] 王树礼[3] 董玉才[4] 孙剑桥[5] 

机构地区：[1]装甲兵工程学院科研部,北京100072 [2]装甲兵工程学院兵器工程系,北京100072 [3]装甲兵工程学院训练部,北京100072 [4]装甲兵工程学院基础部,北京100072 [5]装甲兵工程学院研究生管理大队,北京100072

出　　处：《装备学院学报》2017年第2期7-12,共6页Journal of Equipment Academy

基　　金：部委级资助项目

摘　　要：针对当前部队装备保障能力评估过程中人为干预引起的误差,深入分析影响装备保障能力的各类要素,构建装备保障能力评估指标体系并进行科学量化,采用改进优化投影寻踪算法对原始装备保障过程中多维数据进行分析,建立装备保障能力综合评估模型,解决了模型中多约束全局寻优的问题。评估实例表明:所提及的算法模型计算效率高、易操作,评估结果客观准确。Aiming at the errors caused by the human intervention in the assessment of the current capability of the equipment support in the army, the paper analyzes the various factors influencing the equipment support capability, constructs the evaluation index system of the equipment support capa-bility and scientifically quantifies such capability. The improved and optimized projection pursuit algo-rithm is used in multi-dimensional data analysis for original equipment support and establishment of comprehensive evaluation on equipment support capacity model so as to solve the problem of multi-constrained global optimization in the model. The evaluation examples show that the algorithm model mentioned in this paper is computationally efficient and is easy to operate, the evaluation result is objective and accurate.

关 键 词：装备保障 能力评估 蛙跳算法 投影寻踪模型 

分 类 号：E92[军事—军事装备学]