用遗传算法解决装备抢修任务分配问题

任务分配是装备抢修中的一个重要问题.建立了装备抢修任务分配问题的数学模型,该模型以装备整体修复时间最短为目标函数;提出了应用遗传算法解决该类问题.实例运算结果表明,遗传算法在解决装备抢修任务分配上是合理的,在问题规模大于5·10时,遗传算法能够极大地降低求解时间,因此是解决装备抢修任务分配问题的有效方法.     

Novel moderate transformation of fuzzy membership function into basic belief assignment

In information fusion, the uncertain information from different sources might be modeled with different theoretical frameworks. When one needs to fuse the uncertain information represented by different uncertainty theories, constructing the transformation between different frameworks is crucial. Various transformations of a Fuzzy Membership Function (FMF) into a Basic Belief Assignment (BBA) have been proposed, where the transformations based on uncertainty maximization and minimization can determine the BBA without preselecting the focal elements. However, these two transformations that based on uncertainty optimization emphasize the extreme cases of uncertainty. To avoid extreme attitudinal bias, a trade-off or moderate BBA with the uncertainty degree between the minimal and maximal ones is more preferred. In this paper, two moderate transformations of an FMF into a trade-off BBA are proposed. One is the weighted average based transformation and the other is the optimization-based transformation with weighting mechanism, where the weighting factor can be user-specified or determined with some prior information. The rationality and effectiveness of our transformations are verified through numerical examples and classification examples.     

基于改进狼群算法的多无人机协同多目标分配CSCD

针对现代空战多无人机协同多目标任务分配问题,结合标准狼群算法,提出了一种改进狼群算法的多目标任务分配方法。根据狼群的不同分工以及搜索属性,建立了基于自主游走机制的头狼产生规则、基于多策略知识库的探狼游走机制和基于自适应步长的猛狼奔袭及围攻方式,从而对传统狼群算法的随机性进行智能化约束与控制,以解决多无人机协同多目标任务分配问题。数值仿真结果表明,该方法能够快速有效获得任务分配方案,避免陷入局部最优。     

航空发动机分布式控制系统时延/丢包鲁棒性分析

为了定量描述航空发动机分布式控制系统对于时延/丢包的鲁棒性，开展了分布式控制系统鲁棒性分析研究.针对能够同时刻画时延和丢包控制系统模型，以线性矩阵不等式的形式给出了稳定性判据；使用区域极点配置技术设计控制增益矩阵，并对极点位于不同区域的闭环系统进行了时延/丢包稳定裕度的求解和验证；从时延/丢包鲁棒性及动态性能的角度对闭环极点的配置区域选取进行了探讨.仿真结果证实了该稳定性判据的有效性，进一步分析结果表明:当闭环极点被配置在-4附近时，系统具有最强的时延/丢包鲁棒性.综合考虑控制系统对于时延/丢包鲁棒性和动态性能的要求，可以将闭环极点配置在圆心在-8和-4之间、半径为1的圆盘区域内.