New Algorithms for Data Discretization Based on Rough Set Theory

The discretization of real values is always one of the key problems to be solved in the domain of machine learning for its great contribution to speeding up the followed learning algorithms, cutting down the real demand of algorithms on running space and time, and improving the clustering capability of the ultimate learning results. The basic characteristics and framework of discretization approaches based on rough set model are analyzed at first, then the different measurements of the importance of candidate cuts are discussed and researched. Two new heuristic algorithms are put forward to finally select the useful cuts from a candidate set. The selected cuts of the two algorithms will adequately maintain the discernible relation of information systems for their full considering the specialty of rough set, which perfectly embodies the advantages of this theory. Moreover, excellent discretization results may be expected through these heuristic algorithms.     

COUPLING ANALYSIS METHOD FOR INTERACTION BETWEEN FOUNDATION WITH CAVERN AND FRAME STRUCTURE

In this paper,the interaction between foundation withcavern and frame structure is studied by the coupling methods of BEMand FEM.On the interface between the foundation and structure,thecoupling analysis needs to satisfy both the condition of displacementcompatibility and force equilibrum.A calculating program for two-dim-ensional problem is worked out in the computer,SIEMENS 7570C.Twoengineering examples are calculated and the results are compared withthose obtained by the comventional simplified method and with the observedresults from the engieering structures.It indicates that it is necessaryfor the weak rock foundation with shallow cavern,in the buried depth,to take the interaction into account.     

面粉品质性状与速冻水饺品质关系的研究

对7种面粉的化学成分、面团流变学特性等指标进行测定,详细分析了各项指标与速冻水饺品质的相关关系,得出适合生产速冻水饺的面粉的最佳特性指标。并通过比较分析对黑龙江省地产小麦粉生产速冻水饺的适用性进行评价。     

一对等位基因互作控制的核雄性不育性

通过遗传工程能够产生由两个基因共同作用而形成的雄性不育。一个可以是能够导致雄性不育的基因,另一个可以是该雄性不育基因的活化基因,它们共同存在的时候表现雄性不育。利用位点特异性重组和转基因技术能够将这两个基因安排在植物同源染色体的相同位置上表达,成为等位基因,而获得分别只具有其中一个基因的两转基因系。它们之间杂交,F1中两个基因同时存在,F1产生雄性不育而成为不育系。常规品系与此F1不育系杂交,在杂种植株中,这两个基因不能同时存在,所有植株育性恢复。利用光温敏核不育性,化学杀雄和人工去雄可解决此不育系繁殖问题。该雄性不育性利用方式优越,育种简便易行,能够满足对最佳组合选育的要求,且能够定向培育目标杂交组合。     

水肥耦合对棉花产量、收益及水分利用效率的效应

研究滴灌施肥条件下水肥耦合对棉花籽棉产量、水分利用效率和净收益的影响,并运用多元二次回归与归一化及3种不同目标值组合方式相结合的方法,探索满足多目标综合效益最大化的滴灌水肥用量。采用田间试验的方法,于2012年和2013年棉花生长季,设置5个N-P2O5-K2O施肥水平150-60-30、200-80-40、250-100-50、300-120-60、350-140-70 kg/hm2(分别记为F150、F200、F250、F300、F350)和3个灌溉水平(60%ETC:W1、80%ETC:W2、100%ETC:W3,ETC是作物蒸发蒸腾量)。结果表明,籽棉产量、水分利用效率和净收益的水肥耦合效应明显,60%ETC灌水水平显著抑制籽棉产量并降低净收益,100%ETC灌水水平能够显著提高籽棉产量和净收益,但水分利用效率低于60%ETC灌水水平。2012年灌水量为100%ETC且施肥量300-120-60 kg/hm2(N-P2O5-K2O)时籽棉产量最高,但净收益并未增加,2 a灌水量为100%ETC且施肥量250-100-50 kg/hm2(N-P2O5-K2O)时的净收益最高。二次回归分析结果表明,3种组合方式均可用于水肥多目标优化,其中乘法组合方式2 a水肥投入量差异更小且各目标值变化也更小,2012年灌水量92%ETC、施肥量278-111-56 kg/hm2(N-P2O5-K2O)以及2013年灌水量90%ETC、施肥量268-107-53 kg/hm2(N-P2O5-K2O)可作为籽棉产量、水分利用效率和净收益综合效益最大化的水肥管理策略。     

装载机工作装置结构有限元分析

装载机工作装置设计水平的高低直接影响其作业性能的好坏,进而影响整机工作效率。本文基于有限元分析理论,研究了工作装置的静力分析问题,建立了有限元模型,对6种典型载荷工况进行了分析,为工作装置的设计提供了依据。采用自由度耦合模拟销轴的铰接为类似结构边界条件的处理提供了一种实用方案。