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The experiment results on 13 well-known benchmark problems show that the proposed algorithm is capable of improving the search performance significantly in convergent speed and precision with respect to four techniques representative of the state-of-the-art in constrained optimization such as evolutionary algorithm based on homomorphous maps, artificial immune response constrained evolutionary strategy, constraint handling differential evolution, and evolutionary strategies based on stochastic ranking.

对13个标准测试问题的测试结果表明:与动态惩罚函数的进化算法、人工免疫响应约束进化策略、可行性规则的差分进化算法以及采用随机排序的进化策略相比,新算法在收敛速度和求解精度上均具有一定的优势。关键词:人工智能;差分进化算法;约束优化;随机排序

Through adding new state variable and using supplement functions,the problem with restriction conditions was converted into nonrestriction problem.

通过增加新的状态变量和用补偿函数法,将本课题的有约束条件问题化为无约束条件问题,并提出了最优步长参数的动态搜索法来修改传统的梯度法,从而较完善地解决了多变量最优周期控制的计算问题。

Through adding new state variable and using supplement functions,the problem with restriction conditions was converted into nonrestriction problem.In addition,the dynamic searching method of optimal step coefficient was developed to modify the conventional gradient method,consequently the calculation problem of the multivariable optimal periodic control was able to be resolved better.

通过增加新的状态变量和用补偿函数法,将本课题的有约束条件问题化为无约束条件问题,并提出了最优步长参数的动态搜索法来修改传统的梯度法,从而较完善地解决了多变量最优周期控制的计算问题。

In this paper, the functions and the fashions of regularization are discussed when traveltime tomography is reduced to the solution of linear equation system, the functions of regularization include: constraint components which are underdetermined or lie in null space using overdetermined components and all kinds of known information; treat the uneven coverage of rays and the inaccurate datas by damping.

反射地震走时层析最终可归结为线性方程组的求解,本文讨论了在线性方程组求解过程中正则化的作用和方式。正则化的作用有:(1)用超定分量约束欠定分量和零空间分量;(2)用先验信息约束欠定分量和零空间分量;(3)对射线的不均匀覆盖进行阻尼;(4)对数据的不准确性进行阻尼。

On the basis of discussion of the promotive contributions of science and technology on economic sustainable development,science...

为此 ,通过对科学技术在经济可持续发展方面的促进作用进行初步的研究,指出:科学技术既可以突破劳动者自身对经济可持续发展的约束又可以突破生产资料对经济可持续发展的约束,从而为进一步研究科学技术与经济可持续发展之间的关系提供了理论基础。

Facing the fact that the inefficient china securities market, the article analyzes carefully the reason for low contract efficiency from the following aspects such as property rights, insufficient information regulation and the structure of regulation mechanism. What抯 more, the article points out reregulation is a possible way to normalization development of china security market after analyzing the disadvantages of strengthening regulation and deregulation. At length, the thesis paper will discuss the design of reregulation mechanism from the principles of incentive and constraint regulation institution and punishment mechanism.

面对中国证券市场管制低效的局面,本文从产权、信息不足约束以及管制机构治理结构等方面详细剖析了造成管制低效的原因,进而在分析加强管制和放松管制等论点的不足之后,指出再管制是通向中国证券市场规范化发展的可行之路,而且从管制机构激励约束、惩罚原则等方面讨论了再管制实施机制的设计问题。

The recovery strategy for the customer time window disruption is given,to guide to design the other recovery strategy for the VRPTW disruption;By setting the single dummy depot or the multiple dummy depots,the transition that the jump-offs of vehicles on the way are reposited to the depot is proposed,making the algorithm for the VRPTW solve the disruption recovery model as before;the customer time window disruption is analyzed,to help measure the other deviation for VRPTW;A new handling constraint method based on genetic algorithm is designed,avoiding the difficulty of selecting the penalty factor in penalty strategy and makes the handling constrain simplify.

本文给出了客户时间窗变动的扰动恢复策略,可以指导设计VRPTW其他扰动恢复策略;通过设定虚拟单车场或虚拟多车场,将干扰发生在途车辆的起点复位到车场,使VRPTW求解算法同样可以用于处理扰动恢复模型;对客户时间窗变动对系统造成的干扰进行了度量,为VRPTW其他扰动度量提供了指导;设计了一种新的约束处理方法,避免了惩罚策略中选取惩罚因子的困难,使得约束处理问题简单化。

In this paper, it is shown that the increment of the plasma confinement time without consideration of radiation losses is a good scale for evaluating the plasma confinement improvement during the L-H like transition induced by electrode bias in tokamaks, if the ratio of the radiation power to the total loss power in the transition changes evidently.

辐射下降表明进入等离子体的中性粒子通量减少。这是中性粒子再循环的减小而造成的。同时,边缘密度和边缘温度下降,中心温度上升,约束得到改善,能量约束时间增加。径向电场是控制托卡马克等离子体从L模过渡到H模的关键因素。如果径向电场足够强,极向ExB旋转产生很大的剪切,剪切能够抑制边缘湍流1j。

The existing restriction of power and decision-making system make the parters' strategies be restricted by superior government's preference in the gross roots.

农村基层现有的权力约束关系和由此而来的自上而下的供给决策体系,使参与人的策略受上级政府偏好的约束。

Research has been done on the coupling form between the two-row planetary gear train and the shift restriction based on the matrix, and then the method of establishing mathematics model has been presented to analyze the planetary gear transmission using MATLAB. The coupling-matrix, restriction-matrix and transmission matrix form the model. All coupling-matrices corresponding two kinds of the coupling form determine the planetary gear transmission model.

基于矩阵理论对双排行星齿轮变速机构的行星排之间联结、换挡约束进行研究,提出用联结矩阵、约束矩阵和传动矩阵构建数学模型并使用MATLAB进行传动分析的方法。2种方式的联结形式所对应的联结矩阵可以确定机构所有可能的结构型式,据此得到双排行星齿轮变速机构全部型式谱图。

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I didn't watch TV last night, because it .

昨晚我没有看电视,因为电视机坏了。

Since this year, in a lot of villages of Beijing, TV of elevator liquid crystal was removed.

今年以来,在北京的很多小区里,电梯液晶电视被撤了下来。

I'm running my simile to an extreme.

我比喻得过头了。