一种信息点多样性的粒子群优化算法

针对PSO在寻优后期尤其在高维搜索空间中无法得到满意结果,提出了一种信息点多样性的改进粒子群优化算法。粒子个体最优位置及全局粒子最优位置是两个有用的精确的信息点,而PSO的信息交互方式正依赖于这两个信息点,从多样性方面考虑,将该有用的信息点增加为粒子个体最优位置附近随机的一点。实验仿真结果表明,新算法的全局搜索能力、收敛速度、精度和稳定性均有了显著提高。     

Effective prediction of DEA model by neural network

In this paper,a fast neural network model for the forecasting of effective points by DEA model is proposed,which is based on the SPDS training algorithm.The SPDS training algorithm overcomes the drawbacks of slow convergent speed and partially minimum result for BP algorithm.Its training speed is much faster and its forecasting precision is much better than those of BP algorithm.By numeric examples,it is showed that adopting the neural network model in the forecasting of effective points by DEA model is valid.     

Comprehensive assessment on dynamic roof instability under fractured rock mass conditions in the excavation disturbed zone

The damage process of fractured rock mass showed that the fracture in rocks induced roof collapse in Yangchangwan Coal Mine,China.The rock mass was particularly weak and fractured.There occurred 6 large-scale dynamical roof falls in the excavation disturbed zone (EDZ) with the collapsing volume of 216 m3.First,the field detailed geological environment,regional seismic dy-namics,and dynamic instability of roadways were generally investigated.Second,the field multiple-index monitoring measurements for detecting the deep delamination of the roof,convergence deformation,bolt-cable load,acoustic emission (AE) characteristic pa-rameters,total AE events,AE energy-releasing rate,rock mass fracture,and damage were arranged.Finally,according to the time-space-strength relations,a quantitative assessment of the influence of rock-mass damage on the dynamic roof instability was accomplished.     

偶数阶中立型差分方程最终正解的存在性

研究一类具连续变量偶数阶中立型时滞差分方程,利用Lebesgue控制收敛定理给出这类方程存在最终有界正解的一个充分必要条件,得到相应新的比较定理.     

求解逆Goursat问题的变分迭代法

应用变分迭代法来求解一类逆Goursat问题,可以得到快速收敛于精确值的序列,计算结果说明了本方法的有效性.     

改进的协同粒子群优化算法

针对协同粒子群优化算法存在停滞,不能保证收敛到局部或全局最优值的问题,提出一种改进的协同粒子群优化算法(CCPSO-Hk),该算法将混沌理论引入协同粒子群算法(Chaos PSO)中,利用混沌运动的随机性、遍历性和规律性等改善了协同粒子群算法(Cooperate Particle Swarm Optimization)的性能.通过仿真验证算法的有效性.     

一类非齐次树上马尔可夫链的强偏差定理

强偏差定理一直是概率论研究的中心问题之一.通过构造一非负鞅,利用Doob鞅收敛定理给出了一类特殊非齐次树上可列状态马尔可夫链的若干强偏差定理.     

关于数列收敛的又一判定定理

对已有的数列收敛的判定定理进行扩充,从而更加丰富读者的知识面,为读者学习和研究多提供一份材料.通过对这个定理进行严格的证明,并在局部证明过程中运用两种方法.从而得到所要证明的定理.     

用修正的Mann迭代算法求解分裂可行性问题

在Hilbert框架下借助于度量投影修正Mann迭代程序,证明了关于无限族非扩张映射的强收敛定理,并用于求解分裂可行性问题SFP.研究成果在很大程度上推广和改进了现有的结果.     

C0-半群的概率型逼近

借助于算子值数学期望以及概率论方法,利用适当的随机变量的矩生成函数估计式,讨论了Banach空间上C0-半群的概率表示式及收敛速度的估计式.