基于运行安全的停机位分配问题研究

随着民航运输业的发展,航班密度不断增加,相邻停机位间推出冲突概率不断增加。为合理分配大型繁忙机场停机位,兼顾安全与效率,建立基于运行安全的停机位分配问题优化模型。在模型中加入约束条件以避免潜在的推出冲突,以及考虑将重要航班优先分配到指定的旅客行走距离较短的停机位,来提高旅客的整体满意度。通过分析机位分配特点,选择性能比较优越的遗传算法进行求解。最后用实际算例进行验证,得到停机位分配甘特图以及算法收敛曲线。从结果中可以看到,停机位分配比较合理,算法收敛性能良好。就整体而言,达到了预期的要求。     

基于改进VRP模型的危险品配送路径优化及其求解研究

危险品道路运输高风险性,一直受到人们的广泛关注。危险品道路运输路径优化的研究,对于降低运输风险具有十分重要的意义。本文针对危险品运输配送过程中的路径优化问题,提出综合考虑道路运输的风险和费用两方面指标改进VRP模型路径优化目标,并设计遗传算法对改进模型进行了求解。最后通过实例进行了验证。结果表明：用遗传算法对改进VRP模型的求解结果与实际分析结果相符。因此,改进VRP模型及其遗传算法求解设计可以应用于危险品运输的路径优化分析。     

Comparison of Aerosol Size-Distributions Using Linear-Regression, Genetic Algorithm, and Annealing Genetic Algorithm

Abstract Stability and accuracy of retrieving the aerosol size-distribution by using the linear-regression (LR), genetic algorithm (GA), and annealing genetic algorithm (AGA) were studied in detail. It was found that by using the AGA, retrieval results are quite stable and accurate; using the GA, stability and accuracy of the retrieval results decreased mildly but were still acceptable; and using the LR, retrieval results were too unstable to be acceptable. This conclusion is verified by both of the numeric simulation and the experiment.     

饮用水处理中不同来源生物活性炭微生物群落多样性和结构研究

通过限制性片段长度多态性技术考察了饮用水深度处理中5种不同来源生物活性炭的微生物群落多样性和结构.单宁酸与腐殖酸吸附值相对较高的A炭、B炭和C炭的多样性指数较为接近,其微生物多样性更为丰富,而单宁酸与腐殖酸吸附值相对较低的D炭、E炭多样性指数较低.生物活性炭样品的系统发育树中包含β-Proteobacteria、α-Proteobacteria、Planctomycetes、γ-Proteobacteria、Bacteroidetes等5类种群.其中β-Proteobacteria和α-Proteobacteria是微生物群落的优势种群,对水中有机物的去除起到重要的作用.Planctomycetes、γ-Proteobacteria和Bacteroidetes是微生物群落的非优势种群.Bacteroidetes出现在A炭、B炭、C炭和D炭中,而没有出现在E炭中.研究结果进一步加深了对生物活性炭中微生物群落的认识,为确保饮用水质安全提供理论基础.     

Modelling and optimisation of a product recovery network

An appropriate logistics network is an important element of the infrastructure of any product recovery company. Small and medium enterprises (SMEs) constitute a major fraction of the product recovery industry with a different business objective and scale of operation from those of original equipment manufacturers. This paper addresses the network design issues for SMEs involved in product recovery activities. A mathematical formulation is presented in an SME context and a subsequent simulation model is developed. A genetic algorithm approach is presented for optimising the network for a single product scenario.     

支持向量机在边坡稳定性预测中的应用

针对离子型稀土原地浸矿边坡稳定性问题的小样本、非线性等特点,采用一种边坡稳定性预测模型——支持向量机(SVM)模型,分别使用网格参数寻优、遗传算法(GA)参数寻优、粒子群(PSO)寻优算法来计算SVM模型的参数,分析比较3种算法得到的参数,确定最适合离子型稀土原地浸矿边坡稳定性预测的SVM回归模型的参数寻优算法。     

Microbial community structure in different wastewater treatment processes characterized by single-strand conformation polymorphism (SSCP) technique

In order to investigate microbial community structures in different wastewater treatment processes and understand the relationship between the structures and the status of processes, the microbial community diversity, variety and distribution in five wastewater treatment processes were studied by a culture-independent genetic fingerprinting technique single-strand conformation polymorphism (SSCP). The five processes included denitrifying and phosphate-removal system (diminished N), Chinese traditional medicine wastewater treatment system (P), beer wastewater treatment system (W), fermentative biohydrogen-producing system (H), and sulfate-reduction system (S). The results indicated that the microbial community profiles in the wastewater bioreactors with the uniform status were very similar. The diversity of microbial populations was correlated with the complexity of organic contaminants in wastewater. Chinese traditional medicine wastewater contained more complex organic components; hence, the population diversity was higher than that of simple nutrient bioreactors fed with molasses wastewater. Compared with the strain bands in a simulated community, the relative proportion of some functional microbial populations in bioreactors was not dominant. Fermentative biohydrogen producer Ethanoligenens harbinense in the better condition bioreactor had only a 5% band density, and the Desulfovibrio sp. in the sulfate-reducing bioreactor had less than 1.5% band density. The SSCP profiles could identify the difference in microbial community structures in wastewater treatment processes, monitor some of the functional microbes in these processes, and consequently provide useful guidance for improving their efficiency. __________ Translated from Environmental Science, 2006, 27(7): 1,429–1,433 [译自: 环境科学]     

海上溢油事故双目标应急物资调度模型

为满足海上溢油事故发生后的应急物资需求,最大程度减少事故带来的损失,根据海上溢油应急物资调度的特点,构建基于应急物资需求量和调度时间模糊不确定下应急成本最小和延误时间最少的双目标调度模型。引入三角模糊函数描述应急物资调度中物资需求量和调度时间的不确定性,构建模糊环境下溢油事故点对应急物资应急成本最小和应急延误时间最少的双目标模型,利用遗传算法求解,并通过算例分析证明了该方法的有效性。结果表明,三角模糊数能很好地表征调度中物资需求量和时间的不确定性及模糊属性,确定的调度方案能为海上溢油事故发生时应急物资调度提供决策依据。     

基于自适应遗传算法的应急物资储备库选址及物资调配优化研究

应急物资储备库是应急救援的重要载体,储备库选址是否科学合理决定着整个应急公共服务体系的成效,而传统遗传算法在研究储备库选址与物资调配相结合的问题上存在局限性。针对这一问题,从需求点及应急设施服务质量视角构建基于覆盖满意度和经济性的应急设施选址与物资调配优化模型,并根据模型设计自适应遗传算法(AGA),结合储备库实际情况采取具有方向性的初始群体生成法提高搜索速度,设计自适应交叉与变异算子使AGA能够在进化速度与解的质量之间进行权衡,并获得全局最优解。结果表明,该算法能跳出局部最优从而获得最优的选址-分配方案,可为应急管理部门和决策机构的应急设施选址规划及应急物资分配提供理论依据和决策参考。     

The hypothesis of hydrochorous dissemination of populations of conifers

A comparative analysis of field observations and experiments on the distance and rate of dispersal of self-sown Scotch pine (Pinus sylvestris L.) and Norway spruce (Picea abies (L.) Karst.) progeny has shown that the rate of their hydrochorous dissemination downstream is an order of magnitude higher than the rate of dispersal in upland areas. A hypothesis assigning priority to the role of hydrochory in the expansion of conifer populations to the tundra (periglacial) zone along with climate warming has been formulated and substantiated by comparative isozyme analysis of populations in transects lying along and across rivers.