利用改进BP神经网络预测初产奶牛产奶量的方法

针对传统BP算法的缺陷，提出了一种采用L-M训练法的BP神经网络。在此基础上建立了基于改进BP神经网络非线性系统的奶牛305d产奶量预测模型，此模型可以提前215d预测初产奶牛305d产奶量，从而实现提早进行选择，加速奶牛育种工作进程。并通过具体的实验验证了改进BP神经网络预测模型的有效性。     

车用永磁式缓速器设计中漏磁影响因素分析

以优化设计和减少漏磁为目标,运用磁路分析法建立永磁式缓速器的漏磁场模型,得到设计参数的解析式。由于参数之间的复杂函数关系,采用区间数学算法来优化永磁式缓速器的设计参数,将影响漏磁系数的非线性方程组化简为线性方程组。选取满足设计要求的目标参数——转子鼓磁感应强度Bm、气隙磁感应强度Bg,ave、漏磁系数K的最佳取值区间。使用区间迭代法,求出自变量参数的取值区间和权数pi。运用Matlab语言编程直接搜索合理的设计参数,减少了计算量和循环次数。三维有限元漏磁分析和试验均证明了设计参数选取的合理性。结果表明：永磁体高度HPM、气隙ge对漏磁系数K影响较大;区间数学Tschernikow算法在永磁式缓速器设计中是有效的。     

群井开采条件下承压含水层渗流动态模拟

根据有限差分方法 ,编制了承压含水层渗流模拟软件。对某水源地在群井开采情况下地下水渗流动态进行数值模拟。模拟结果显示 ,位于高渗区的井 ,压降漏斗较其它井大 ,压力下降快。当地层中存在裂隙时 ,平行裂隙方向压力下降比垂直裂隙方向要快得多。抽水初期 ,地层压力下降很快 ,以后 ,压力下降逐渐变缓 ,位于低渗透区的井逐渐不能满足流量要求。因此做好地下水资源规划十分重要     

基于分解机制的多目标蝙蝠算法

在分析蝙蝠算法性能基础上,将蝙蝠算法融入分解机制,提出了一种基于分解机制的多目标蝙蝠算法。为了进一步提高算法的多样性,将差分进化策略引入算法中。对14个具有复杂Pareto前沿的多目标优化问题(LZ-09系列和ZDT系列)测试不同邻域规模对算法性能的影响,结果表明新算法的邻域规模为20时性能最优;将其与MOEA/D-DE和NSGA-II算法进行对比分析,结果显示该算法的分布性、收敛性和多样性均优于另外两种算法。为了验证其求解含有约束问题的性能,将其应用于滑动轴承多目标优化设计问题中,获得的Pareto前沿分布均匀,表明算法具有工程实用性,是求解复杂高维多目标问题的有效方法。     

The threat of wild habitat to scab resistant apple cultivars

Evaluations of plant resistance to pathogens are rarely made using isolates from wild habitats, although the heterogeneity of such habitats may generate pathogen diversity which could be a source of new virulence in cultivated habitats. The aim of this study was to investigate whether scab resistance factors, identified and characterized in apples using isolates of Venturia inaequalis from a cultivated habitat, remained effective against isolates from a wild habitat. Three V. inaequalis core collections originating from the cultivated apple Malus × domestica and from two wild species, M. sieversii and M. sylvestris, were established to maximize pathogen diversity. For each core collection, 10 isolates were inoculated in mixtures onto 51 genotypes from an apple progeny segregating for two qualitative resistance genes and six quantitative resistance loci (QRL). On each apple genotype, isolates that contributed to the scab symptoms were identified within the mixture using microsatellite markers. The most frequently detected isolates were inoculated singly to compare their aggressiveness according to their host origin. The results showed that isolates from a wild habitat were able to infect the susceptible apple genotypes. However, these isolates were never more aggressive than isolates from the cultivated habitat on the resistance factors tested. It can therefore be concluded that the resistance factors used in this study, identified with V. inaequalis isolates from a cultivated habitat, remained effective against isolates from M. sylvestris and M. sieversii.     

Influence of Ammoniacal Copper Quaternary treatments on mechanical properties of blue-stained Lodgepole Pine wood

Three concentrations （2.8%, 2.0%, 1.2%） of Ammoniacal Copper Quaternary （ACQ） was selected to treat Lodgepole pine wood for evaluating ACQ treatment on mechanical properties of blue-stained wood. The bending modules of elasticity （MOE）, modules of rupture （MOR）, toughness and shearing strength parallel to grain on tangential surface, are tested according to the criteria GB1927-1943-91. Non-treated sample were also tested according to the same procedure. The results showed that the three groups specimen impregnated by different concentrations of ACQ solution met the AWPA standard 2003 of America （UC4A 6.4g/cm^3）. There were significant difference of toughness between treated wood and non-treated wood （p=0.01）, but there were no statistically significant differences among three concentrations in terms of toughness, and toughness of treated wood was approximately 20% lower than non-treated. MOR, MOE as well as sheafing strength parallel to grain were found to be not significantly different between treated wood and non-treated one, and there were no statistically significant difference among three concentrations of ACQ too. Toughness, MOR, MOE and sheafing strength parallel to grain increased with decrease of concentration of ACQ, but they were hardly affected by ACQ preservatives.     

The method for designing the profile of forest roads supported by genetic algorithm

This study examines a method for designing an optimum profile of a forest road in a short matter of time. In this method, a genetic algorithm (GA) searches for points where the gradient changes and dynamic programing (DP) designs the longitudinal slope. This method can be applied to the ground heights of an actual forest road. The evaluation function of the DP assesses the total expenditure. The inverse of this function is the fitness function. Crossover and mutation are operators of an evolution simulation of a GA. They are each repeated 20 times and 420 profiles are designed and assessed, all within about 10 min. A comparison of the profile designed by the GA with that of an actual forest road shows only one section where the formation level differed substantially. Overall, both profiles seem to show a high degree of correspondence. From this result, we believe that the profile designed by the GA is best, or the one of the best. A conventional method takes about 65 h to calculate all changing points of gradients. However, by using the GA, the calculation time was reduced to about 1/389 that of the coventional method, showing that the method which uses the GA through the profile design is very useful.     

成本核算是施工项目成本管理的核心

论述了成本核算的意义及重要性,阐明成本核算是施工项目成本管理的核心,应加以重视。     

山西石楼县生态林业工程建设中的土地合理利用

根据区域生态经济学原理 ,结合晋西石楼县生态林业工程建设的实践 ,分析了县域土地资源利用现状 ,进行了土地利用多目标综合规划 ,阐述了生态林业工程土地合理利用的途径 ,并对其战略决策进行了分析。     

实数型遗传算法的研究

在引入实数型遗传算法的基础上,对遗传算法的关键问题交叉和变异操作进行了深入的研究,提出了几种新颖而实用的交叉和突异操作方法。同时,对需编码的传统的二进制型遗传算法和无需编码的实数型遗传算法进行了简要的比较,阐述了实数型遗传算法的优越性。