基于新型仿生智能方法的边坡变形位移预测     

薛源  胡丹  郭科  张军 《物探化探计算技术》2007,29(5):446-449

边坡地变形,具有高度复杂的非线性演化特征。将BP神经网络和免疫克隆算法改进并集成结合,提出一种新型的仿生智能方法,即免疫克隆神经网络。并利用其强大的非线性拟合能力,对边坡进行变形位移的预测。结果表明,此方法拥有较高的预测精度,为边坡变形位移的预测提供了行之有效的途径,从而为边坡稳定性判别和滑坡预报提供了可靠的分析依据。  相似文献   

人工免疫系统在梯级水库群短期优化调度中的应用          下载免费PDF全文

左幸  马光文  徐刚  陶春华 《水科学进展》2007,18(2):277-281

免疫起源于抗感染的研究,是一种机体识别和排斥抗原性异物的生理功能。现代仿生技术将免疫应用到解决非线性优化问题中,形成了独特的人工免疫系统(AIS),AIS用抗体代表问题的可行解,用抗原代表问题的约束条件和目标函数,采用期望繁殖率来定义父体选择的概率进行随机搜索全局最优解。将AIS应用到梯级水库群短期(日)优化调度的研究中,经过对某梯级水库群的仿真计算,认为其结果是合理和可实际应用的。  相似文献   

闽西一次冰雹过程的雷达产品分析   总被引：1，自引：1，他引：1       下载免费PDF全文

刘君肖秀珠  张红梅徐竹泉 《气象科技》2007,35(B12):86-88,93

以闽西一次典型冰雹过程为例，对这次冰雹过程的雷达基本反射率和基本速度特征进行了定性分析，对回波强度、回波顶高、强回波核高度、垂直积分液态含水量和多普勒速度等进行了定量分析。通过分析发现了一些冰雹雷达产品的重要指标和判据，这些结论在龙岩市日常的天气预报业务工作中对判断是否为冰雹回波和降雹时段、地点有很好的作用。  相似文献   

基于克隆选择算法的障碍布局分配问题研究     

梁勤欧 《武汉大学学报(信息科学版)》2007,32(8):744-747

应用克隆选择算法(clonal selection principle,CLONALG),结合其他模型算法,提出了一套解决障碍布局分配问题的简化流程,并用实验进行了验证,得到了满意的效果。  相似文献   

农村居民点用地整理适宜性的递阶模糊评价模型   总被引：13，自引：1，他引：13  

林爱文  庞艳 《武汉大学学报(信息科学版)》2006,31(7):624-627

针对目前农村居民点用地整理适宜性评价的多指标性问题，借鉴土地适宜性评价的模糊综合评判方法，提出了一种新的递阶模糊评价方法，并以武汉市黄陂区的部分乡镇为例进行了初步的应用研究，取得了较好的效果。  相似文献   

Integration of transfer function model and back propagation neural network for forecasting storm sewer flow in Taipei metropolis     

Chih-Chiang Lu  Chu-Hui Chen  Tian-Chyi J. Yeh  Cheng-Mau Wu  I-Fang Yau 《Stochastic Environmental Research and Risk Assessment (SERRA)》2006,20(1-2):6-22

Typhoons and storms have often brought heavy rainfalls and induced floods that have frequently caused severe damage and loss of life in Taiwan. Our ability to predict sewer discharge and forecast floods in advance during storm seasons plays an important role in flood warning and flood hazard mitigation. In this paper, we develop an integrated model (TFMBPN) for forecasting sewer discharge that combines two traditional models: a transfer function model and a back propagation neural network. We evaluated the integrated model and the two traditional models by applying them to a sewer system of Taipei metropolis during three past typhoon events (NARI, SINLAKU, and NAKR). The performances of the models were evaluated by using predictions of a total of 6 h of sewer flow stages, and six different evaluation indices of the predictions. Finally, an overall performance index was determined to assess the overall performance of each model. Based on these evaluation indices, our analysis shows that TFMBNP yields accurate results that surpass the two traditional models. Thus, TFMBNP appears to be a promising tool for flood forecasting for the Taipei metropolis sewer system. For publication in Stochastic Environmental Research and Risk Analysis.  相似文献   

西昆仑山甜水海钻孔氧化铁指标的R／S分析及其意义   总被引：17，自引：0，他引：17  

周厚云  李世杰 《冰川冻土》1999,21(2):136-140

运用Ｒ／Ｓ分析法,对经过等时处理的甜水海钻孔氧化铁３项指标ＦｅＯ、Ｆｅ２Ｏ３及其比值ＦｅＯ／Ｆｅ２Ｏ３进行了分析计算,其指标都存在明显的Ｈｕｒｓｔ现象,Ｈｕｒｓｔ指数Ｈ分别为：Ｆｅ２Ｏ３为０．７６,ＦｅＯ为０．８５,ＦｅＯ／Ｆｅ２Ｏ３为０．６５,它们都大于０．５。反映了该地区过去２０多万年来气候环境变化存在持续性。３者Ｈｕｒｓｔ指数存在差异的原因目前还不清楚,可能说明它们反映气候环境演化持续性强度  相似文献   

Non-specific immune response of bullfrog <Emphasis Type="Italic">Rana catesbeiana</Emphasis> to intraperitoneal injection of bacterium <Emphasis Type="Italic">Aeromonas hydrophila</Emphasis>     

张俊杰  邹文政  鄢庆枇 《中国海洋湖沼学报》2008,26(3):248-255

Non-specific immune response of bullfrog Rana catesbeiana to pathogenic Aeromonas hydrophila was studied to 60 individuals in two groups. Each bullfrog in bacterium-injected group was injected intraperitoneally （i.p.） with 0.2 ml bacterial suspension at a density of 5.2 × 10^6 CFU/ml, while each one in control group injected i.p. with 0.2 ml sterile saline solution （0.85%, w/v）. Three bullfrogs in both groups were sampled at 0, 1, 3, 7, 11, 15 and 20 days post-injection （dpi） for the evaluation of non-specific immune parameters. It was observed that intraperitoneal injection of A. hydrophila significantly increased the number of leucocytes and that of NBT-positive cells in peripheral blood. Significant increases in serum bactericidal activity and serum acid phosphatase activity were also observed in the bacterium-injected frogs when compared with those in the control group. However, a significant reduction was detected in vitro in phagocytosis activity of peripheral blood phagocytes. No significant difference in changes in the number of peripheral erythrocytes, serum superoxide dismutase （SOD） activity, and lysozyme activity was detected between the two groups. It is suggested that bullfrogs may produce a series of non-specific immune reactions in response to the A. hydrophila infection.  相似文献   

南宁市着装厚度气象指数预报     

董蕙青  邓英姿  郑宏翔 《气象研究与应用》2000,21(3):36-39

对着装厚度与气温、风力的关系,着装厚度与适宜服装款式品种的关系的研究,制作出在不同气温、风的条件下的着装厚度指数;通过每天各时段气温、风力的预报值,可预报出四季室外活动适宜服装的款式与种类.  相似文献   

A fast clonal selection algorithm for feature selection in hyperspectral imagery     

Yanfei Zhong  Liangpei Zhang 《地球空间信息科学学报》2013,16(3):172-181

Clonal selection feature selection algorithm (CSFS) based on clonal selection algorithm (CSA), a new computational intelligence approach, has been proposed to perform the task of dimensionality reduction in high-dimensional images, and has better performance than traditional feature selection algorithms with more computational costs. In this paper, a fast clonal selection feature selection algorithm (FCSFS) for hyperspectral imagery is proposed to improve the convergence rate by using Cauchy mutation instead of non-uniform mutation as the primary immune operator. Two experiments are performed to evaluate the performance of the proposed algorithm in comparison with CSFS using hyperspectral remote sensing imagery acquired by the pushbroom hyperspectral imager (PHI) and the airborne visible/infrared imaging spectrometer (AVIRIS), respectively. Experimental results demonstrate that the FCSFS converges faster than CSFS, hence providing an effective new option for dimensionality reduction of hyperspectral remote sensing imagery.  相似文献