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By transforming the delayed neural model to the describer model and then employing the Lyapunov-Krasovskii stability theorem, linear matrix inequality LMI technique, S procedure, and some algebraic inequality method, a new sufficient condition is derived, which is determined by the coefficients of the model and includes more tuning parameters for determining the globally asymptotical stability of recurrent neural networks with time-varying delay.

首先将要研究的模型转化为描述系统模型,然后利用Lyapunov-Krasovskii稳定性定理、线性矩阵不等式技术、S过程和代数不等式方法,得到了确保时变时滞递归神经网络渐近稳定性的新的充分条件,并将它应用于常时滞神经网络和时滞细胞神经网络模型,分别得到了相应的全局渐近稳定性条件。

Under the assumptuion that the lower bound of the density of the observed nonlinear AR (1) time series is known, we prove that the nonlinear wavelet estimator of the conditional mean function g, which is similiar with the one introduced in Chapter 2, still has the same good adaptive properties for this kind of nonlinear AR (1) series on account of the moment inequalities and exponential type inequalities for strong mixing processes.

在假设观测序列的的密度函数的下界已知的条件下,我们利用关于强混合过程的矩不等式以及指数型不等式证明了类似于上一章的小波估计对于非线性AR(1)模型中条件均值函数的非参数函数估计仍然具有优良的自适应性质,并同样给出了数值模拟的结果分析。

Pisier\'s results,under tree martingale valued space X is isomorphic toan a-uniformly convex space (2≤a<∞),some quasi-normal or normal inequalitiesof a-variation maximal operator and a-conditional variation maximal operator of X-valued predictable tree martingales are identified.

同时,用G.Pisier's结果在树鞅取值空间X同构于a一致凸Banach空间条件下,证明了几个X-值树鞅α-方极大算子和a-条件方极大算子的拟范数不等式与范数不等式。

Be based on these conditions, construction gives strict linear matrix inequality , filling property proved the Schur that uses matrix next to be below the condition of linear matrix inequality, system of earning closed circuit is asymptotic stability, specific condition feedback gave out to control a law in the meantime.

基于这些条件,构造出严格的线性矩阵不等式,然后利用矩阵的Schur补性质论证了在线性矩阵不等式的条件下,所得闭环系统是渐近稳定的,同时给出了具体的状态反馈控制律。

Therefore, it's natural to estimate those values of operators such as 〓, log mf and so on in order to investigate the weighted inequalities for the minimal operator We discuss them under two conditions respectively: In one-weight case, we establish the relative weighted inequalities under the condition of A〓-weight and A〓-weight respectively, and the equivalent condition has been found between the strong -type weighted inequality and the property of W〓-weight; while in the case of two-weight condition, we characterize the equivalent relations between the weak type weighted inequality and the property of W〓-weight, the strong -type weighted inequality and the property of W〓-weight.

我们分两种情况分别加以讨论:单权情况下,我们分别刻画了A∞权和A〓权条件下关于〓,log mf等的强型加权不等式,并证明了关于鞅的极小算子的强型加权不等式与对应的W〓权性质之间的某些等价关系;在双权情况下,我们刻画了关于极小算子的弱型加权不等式与W〓权以及强型加权不等式与W〓权之间的等价关系。

In this paper,some characterizations of solutions for a system of vector variational inequalities are derived under the a.

该文研究了一类向量变分不等式组,在PPM条件下,对其解进行了一些刻画此外,给出了该向量变分不等式组的一个间隙函数,并在强单调条件下,证明了它是弱尖极小的。

In this paper, some characterizations of solutions for a system of vector variational inequalities are derived under the assumption of PPM (where F and-F are both pseudomonotone). Moreover, a gap function for this system of vector variational inequalities is suggested and proved to be weak sharp minima under strong monotonicity.

该文研究了一类向量变分不等式组,在PPM条件下,对其解进行了一些刻画此外,给出了该向量变分不等式组的一个间隙函数,并在强单调条件下,证明了它是弱尖极小的。

A proper k total colouring of a graph G is a colouring to its vertices and edges using k colours such that no two adjacent or incident elements of G may be assigned the same colour.

利用梯度投影与罚函数相结合的技巧,将带不等式和等式约束的优化问题化成一个无约束问题,提出了初始点可任意的求解不等式、等式约束优化问题的摄动梯度投影算法;参数δk取不同的数还可以得到一类梯度投影算法,从而得出了在搜索方向和步长不精确条件下的梯度投影法,保证了在实际应用中更容易实现;在较弱条件下,证明了该算法的全局收敛性。

Because of the multiplication in the right side of inequations, that can cause an unwanted underflow condition, the implementation is using modified version of the inequations (2) and (3) where all underflow, overflow conditions can be guarded safely

因为不等式右边的乘法可能会引起不期望的下溢条件,实现使用修改版的不等式(2)和(3),所有下溢,上溢的条件都被安全地监视

Uniqueness of solution for generalized variational inequality related to strongly monotone Lipschitz mapping is shown. A sufficient condition is presented on the connectedness of solution set for the weak vector variational inequality on which the mapping is from a topological vector space X to L , where Y is also a topological vector space. The result is derived by discussing the properties of set-valued mapping induced by solution set of a scalar variational inequality related to the weak vector variational inequality.

利用拓扑向量空间到连续线性映射空间L的映射的弱向量变分不等式和与之相关的标量型变分不等式解集的关系,得到标量型变分不等式解集所表征的集值映射的特性和弱向量变分不等式解集的连通性条件。

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