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For the coordination of multiple agents in noncooperation environment, we considered the learning aim as finding a Nash equilibrium strategy through in learning function taking other agent's actions into account. Therefore, we expended the single agent Q-learning algorithm into multiagent Q-learning algorithm. In addition, we proved the convergence of multi-agent Q-learning algorithm under certain general sum stochastic game architecture for only one Nash equilibrium or multiple same Nash equilibrium.

对于非合作环境下的多智能体协调我们通过在学习函数中考虑了智能体的联合行动,提出把学习目标作为求取一个Nash平衡点策略,这样将单智能体Q-learning算法扩展到多智能体的Q-learning算法;证明了在一定的一般和随机对策结构下具有一个或多个相同Nash平衡点条件下多智能体Q-learning算法的收敛性。

In Chapter 7, we consider the numerical solution of system of mixed nonlinear variational inequalities in Banach space. The definition ofη—proximal mapping for a proper subdifferentiable functional is introduced.

我们先引入适定次可微泛函的η—逼(来源:ABCa776论文网www.abclunwen.com)近映射的概念,利用η—逼近映射的性质,提出了求解SMNVI的一些迭代算法,并证明了算法的收敛性。

However, numerical modeling for nonlinear seismic waves is faced with problems such as steep gradients, shocks and unphysical oscillations. Accordingly, some special treatments have been presented to solve these problems. However, in our knowledge, there is no effective method to overcome these problems by far.

非线性弹性波的数值模拟存在陡峭间断面、数值振荡以及误差的指数级增长等现象而破坏数值解的稳定性、收敛性,能否消减上述现象的不利影响成为制约数值方法有效与否的重要因素。

Research results indicate that continuous Regional Identification Function is used in nodal virtual flux method, volumn integral and surface integral enhances the convergence and stabilization;using 'put a big number' to deal with the first boundary is faster than 'Remove row and column', the more the first boundary nodes are the more obvious advantage will display;PCG method is quite faster than Crout method to solve equations;it is reliable to use three-dimensional finite element simulation theories to simulate and predict deep foundation pit dewatering in such areas.

研究结果表明,在结点虚流量法及计算体积分和面积分时引入连续的区域识别函数增强了解的收敛性和稳定性;处理已知水头边界的&置大数&法在时间上要比&去行去列&法短一些,定水头边界节点越多,其优越性表现越明显;PCG法比直接解法快很多;三维有限元数值模拟理论用于模拟预测此类地区的深基坑降水具有较高的可信度。

In this paper, a series of strong convergence theorems are discussed, which concern with generarized set-valued variational inclusions, a class of strongly accretive operator equation and a class of nonexpansive mappings.

第二章,我们在Hilbert空间中研究-单调算子的概念,以及与此相关的预解式算子R_~,利用预解式算子技巧构造了一类迭代算法,求解变分包含的逼近解问题,并讨论了由此算法产生的迭代序列的收敛性。

The nature of data redundance in image and the fundamental approaches to compression are analyzed briefly.

提出和讨论了算术编码的分析性质,包括算术编码的区间套性质、算术编码的收敛性以及串的算术编码数和算术编码映射的概念。

Following the theoretical analysis, binary and ternary miscibility gap have been systemaiically calculated by the CVM. In particular the critical temperatures were deduced in the CV-pair approximation; A method for deriving energy of atomic pair from the mixing enthalpy or the excess Gibbs energy in the Subregular Solution Model was developed.

通过巨势几何性质的分析,明确了开系中巨势、有效化学势和偏摩尔Gibbs自由能的定量关系,建立了一种以巨势以及有效化学势相等为判据计算两相平衡的新方法,使开系与闭系中任意模型描述的稳态与亚稳态相平衡计算均可以通过求巨势—有效化学势曲线的交叉点来实现,从而避免了相平衡最优化计算方法中的收敛性问题。

A new method unfolding soft X-ray spectra for a soft X-ray spectrometer,which is based on maximum entropy principle,is put forward.

提出软X光能谱仪的一种新的解谱方法即最大熵法,运用新的平滑方法即样条拟合方法处理滤片的边带结构,并对最大熵法的收敛性和稳定性进行了分析。

In Chapter 3, the prior estimates about the 3-D difference solution and its difference quotients on time space and geometry space are made by means of discrete functional analysis, so that the stability and the convergence of the 3-D difference solution are obtained.

在第三章中,运用离散泛函分析的手段,对三维中子输运方程的差分解及其时间、空间差商进行了先验估计,从而得到了差分解的稳定性和收敛性,也为三维问题的应用研究打下了初步的理论基础。

Furthermore, due to the possible discontinuities of the activations functions, we introduce a suitable notation of limit to study the convergence of the output of the delayed neural networks.

此外,由于激励函数的不连续性,我们介绍了一个适当的极限记号来研究时滞神经网络输出的收敛性。我们的结论推广了相关文献的结果。

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