求解约束优化问题的动量粒子群算法

为解决约束优化问题,提出使用双可行域吸引子策略改进动量粒子群算法。该算法只需初始种群中有一个粒子位于可行域内,随着搜索过程的进行,整个种群自动进入可行域内搜索。一方面,在搜索过程早期,由于可行域内粒子少,所有粒子移向相同的吸引子,整个种群迅速进入可行域内。另一方面,随着进入可行域粒子的增多,由于每个粒子使用距本身最近的可行域吸引子,较好地维持了种种群的多样性,避免早熟现象的发生,使算法具有较好的寻优性能。与国际上当前解决约束优化问题的粒子群算法在4个标准约束优化函数上测试比较,实验结果表明本算法取得的最优值要优于其它粒子群算法。

Abstract：

The strategy that two good positions in feasible region worked as attractors was incorporated into momentum particle swarm optimization algorithm in order to resolve constrained optimization problems. The resulting algorithm only requires that one of the initial particles is in the feasible region, and then all particles in the swam automatically move into the feasible region. On the one hand, in the early iterations few particles appear in the feasible region and hence all particles move toward the same attractors, so the particles soon enter into the feasible region. On the other hand, as the number of particles in the feasible region increases, each particle adopts the most near attractor so that each particle has different attractor. Therefore, the algorithm maintains the diversity of the population, alleviates the premature, and hence achieves good performance. The algorithm is compared with other particle swarm optimization algorithms on four benchmark functions. The experimental results show that the solution of the algorithm is better than that of others.     

体外电磁驱动的膀胱动力泵的建模与仿真

针对神经源性膀胱的辅助排尿问题,基于膀胱的结构和储排尿机制,提出了一种体外电磁驱动的膀胱动力泵。为了研究其排尿动力特性,运用电磁学理论,建立了该泵的电磁驱动单元数学模型,并进行了合理简化。在此基础上,建立了描述膀胱压和尿流率与电磁铁电流、气隙宽度及永磁体体积和数量等影响因素之间关系的数学模型。仿真和试验分析结果表明,膀胱压和尿流率与电磁铁电流成近似线性关系,调节电磁铁电流可调控膀胱压和尿流率。所建立的数学模型简单有效、使用方便,可为膀胱动力泵的特性分析和结构设计提供理论依据。

Abstract：

To solve the problem of assisting a neurogenic bladder micturating,a bladder power pump driven by an external electromagnet was proposed,according to the structure and micturating mechanism of human bladder.To investigate the micturition performance of the pump,the mathematic model of the electromagnetic drive in the pump was built using the theory of electromagnetics,and simplified reasonably.Based on the simplified model,the mathematic models that express the relations between the intravesical pressure and urine flow rate and the influence factors such as electromagnet current,air gap,permanent magnet volume and number,were also established.The simulation and experimental results show that the intravesical pressure and the urine flow rate are approximately proportional to the electromagnet current respectively and can be regulated by adjusting the electromagnet current.The established mathematic models are simple and practicable,which provide the theoretical basis for the performance analysis and structure design of the pump.     

SBA中PLM的研究与应用

以一种典型的产品生命周期管理(PLM)软件--SmarTeam为例,研究了基于仿真的采办(SBA)中PLM的应用.PLM用于管理SBA中的不同资源,共享产品数据.此外,从三个方面扩展了PLM:首先,使用PLM的开发接口和ActiveX技术将PLM与Matlab集成,使用户可以在PLM中浏览Matlab生成的控制系统文件;其次,使用PLM的工具以及PLM和MS Project的开发接口将PLM与Project集成,提高了PLM的项目管理功能;最后,使用PLM工具并设置SBA资源建立SBA权限控制模型,使PLM可以管理SBA系统的所有权限.PLM的应用及扩展使其可以更好的支撑SBA系统,同时解决了SBA复杂权限管理的问题.     

结合天线选择后虚拟多天线系统容量分析

根据迫零检测(zero forcing,ZF)结合排序干扰消除(ordered successive interference cancellation,OSIC)的接收机结构,并针对功率控制理想和非理想两种场景,分别基于随机配对调度准则和机会主义配对调度(opportunistic)准则分析了VMIMO-AS系统容量的下限和上限.最后的蒙特·卡罗仿真取得和理论分析基本一致的仿真结果,从而进一步验证了理论分析的正确性.     

Wigner-Ville distribution and cross Wigner-Ville distribution of noisy signals

The Wigner-Ville distribution （WVD） and the cross Wigner-Ville distribution （XWVD） have been shown to be efficient in the estimation of instantaneous frequency （IF）. But the statistical result of the IF estimation from XWVD peak is much better than using WVD peak. The reason is given from a statistical point of view. Theoretical studies show that XWVD of the analyzed signal can be estimated from XWVD of the noise-contaminated signal. The estimation is unbiased, and the variance is equal to that of noise. In this case, WVD cannot be estimated from W-VD of the noise-contaminated signal. Therefore, higher SNR is required when WVD is used to analyze signals.     

Rough function model and rough membership function

Two pairs of approximation operators, which are the scale lower and upper approximations as well as the real line lower and upper approximations, are defined. Their properties and antithesis characteristics are analyzed. The rough function model is generalized based on rough set theory, and the scheme of rough function theory is made more distinct and complete. Therefore, the transformation of the real function analysis from real line to scale is achieved. A series of basic concepts in rough function model including rough numbers, rough intervals, and rough membership functions are defined in the new scheme of the rough function model. Operating properties of rough intervals similar to rough sets are obtained. The relationship of rough inclusion and rough equality of rough intervals is defined by two kinds of tools, known as the lower （upper） approximation operator in real numbers domain and rough membership functions. Their relative properties are analyzed and proved strictly, which provides necessary theoretical foundation and technical support for the further discussion of properties and practical application of the rough function model.     

复杂性研究的计算方法

计算、算法与复杂性研究有着密切的关系,计算方法已经上升为一种复杂性研究的科学方法。计算复杂性使用的研究方法基本上是计算方法,算法复杂性研究的算法描述也是一种计算方法。计算方法还在复杂适应系统理论、人工生命等复杂性分支学科中扮演了重要的角色。计算方法不但在复杂性研究中有重要的作用,而且在一般方法论意义上也已经变得不可或缺,甚至走向了计算主义。     

Simulated annealing algorithm for the optimal translation sequence of the jth agent in rough communication

In rough communication, because each agent has a different language and cannot provide precise communication to each other, the concept translated among multi-agents will loss some information and this results in a less or rougher concept. With different translation sequences, the problem of information loss is varied. To get the translation sequence, in which the jth agent taking part in rough communication gets maximum information, a simulated annealing algorithm is used. Analysis and simulation of this algorithm demonstrate its effectiveness.     

Analysis for MIMO correlated frequency-selective channel in the presence of interference

The space time spreading, superimposed training sequences, and space-time coding are used to present a multiple input and multiple output （MIMO） systems model, and a closed-form of average error probability upper bound expression for MIMO correlated frequency-selective channel in the presence of interference （co-channel interference and jamming signals） is derived. Moreover, the correlation at both ends of the wireless link that can be incorporated equivalently into correlation at the transmit end is also derived, which is significant to analyze space-time link algorithm of MIMO systems.     

Algorithms for degree-constrained Euclidean Steiner minimal tree

A new problem of degree-constrained Euclidean Steiner minimal tree is discussed, which is quite useful in several fields. Although it is slightly different from the traditional degree-constrained minimal spanning tree, it is also NP-hard. Two intelligent algorithms are proposed in an attempt to solve this difficult problem. Series of numerical examples are tested, which demonstrate that the algorithms also work well in practice.