基于粒子群优化算法的最大类间方差多阈值图像分割     

周晓伟  葛永慧 《测绘科学》2010,35(2):88-89,122

最大类间方差法是图像分割中一种常用的阈值分割方法,对于单阈值分割具有显著的效果,但是对于多阈值分割,计算复杂度大、耗时较多。本文将粒子群优化算法与最大类间方差法结合,提出了一种新的图像分割方法,该方法利用粒子群优化算法的寻优高效性,并由灰度图像的最大类间方差值作为适应值,搜索最优分割阈值,实现图像的多阈值分割。实验结果显示,新方法大大缩短了寻找最优阈值的时间,降低了运算复杂度,提高了图像分割速度,说明基于粒子群优化算法的图像分割算法是可行的、有效的。  相似文献   

环境样品中甲基汞的检测方法综述   总被引：1，自引：0，他引：1  

孙维萍  潘建明  翁焕新  朱利中  郑旻辉 《海洋学研究》2010,28(2):45-51

综述了常用的环境样品中甲基汞的检测方法和检测步骤,认为在实际的甲基汞检测过程中,选择或评价所选用检测方法的原则通常是,在确保检测限的基础上,首选考虑检测结果的精确度如何,而快捷方便、经济实惠的检测技术也是现实运用中的实际需要。作为定量检测,GC分别与AAS、AES、AFS的联用是目前较常用的技术,而与ICP-MS或ID-ICPMS的联用,在今后的实际检测中将得到更广泛的运用。生物传感器检测到的汞一般是生物可利用的汞,降低其检测限并将其作为对污染水体与沉积物检测的重要方法,也是今后研究的重点。总之,在人类对环境安全和身体健康日益重视的今天,发展高灵敏度、高准确度、快速方便和低成本的检测技术是未来甲基汞检测的重要发展方向。  相似文献   

模拟退火粒子群与小波的地基沉降预测应用     

吴瑞海  贺军衔  段琪庆  董吉文 《测绘科学》2010,35(6)

针对粒子群优化算法易陷入局部极小值问题,改进学习因子使其自适应调整,并与具有良好全局搜索能力的模拟退火算法结合,充分利用两种算法各自的优点,同时结合小波分析去噪,优化神经网络参数,对地基累计沉降数据进行预测,并与标准粒子群优化算法做了对比,实验表明两种方法的结合具有良好的全局和局部搜索能力,预测精度高。  相似文献   

将微粒群和支持向量机用于耕地驱动因子选择的研究   总被引：2，自引：0，他引：2  

杨柳  刘艳芳 《武汉大学学报(信息科学版)》2010,(2)

结合微粒群算法(PSO)具有执行速度快、受问题维数变化影响小的优点及支持向量机算法(SVM)结构风险最小化原理,构建了基于离散二进制微粒群(BPSO)与支持向量机的耕地驱动力因子选择方法,使用特征子集中确定的特征来训练支持向量回归机,用适应度函数来评价回归机的性能,指导BPSO的搜索。实验表明,该方法能有效地提取出耕地驱动因子的特征子集,从而降低了指标的维数,保留了关键信息,以获得知识的最小表达。  相似文献   

Fuzzy Optimization Neural Network Approach for Ice Forecast in the Inner Mongolia Reach of the Yellow River/Approche d'Optimisation Floue de Réseau de Neurones pour la Prévision de la Glace Dans le Tronçon de Mongolie Intérieure du Fleuve Jaune     

《水文科学杂志》2013,58(2)

Abstract

In ice forecasting, a key problem is the forecast of freeze-up and break-up dates. Ice-water mechanics and the principle of heat-exchange were mainly adopted in previous research. However, the mathematical models in these studies are complex and many parameters are required in relation to upstream and/or downstream gauging stations. Moreover, too many assumptions or simplifications for these parameters and constraints directly lead to low accuracy of the models and limitations as to their practical applications. This paper develops a fuzzy optimization neural network approach for the forecast of freeze-up date and break-up date. The Inner Mongolia reach lies in the top north of the Yellow River, China. Almost every year ice floods occur because of its special geographical location, hydrometeorological conditions and river course characteristics. Therefore, it is of particular importance for ice flood prevention to forecast freeze-up date and break-up date accurately. A case study in this region shows that the proposed methodology may allow obtaining useful results.  相似文献   

高拱坝施工初-中期导流风险模型及应用          下载免费PDF全文

张超  胡志根 《水科学进展》2019,30(1):102-111

面向工程设计阶段,采用高拱坝施工动态仿真技术获取施工初-中期挡水度汛面貌数据,综合考虑水文、水力随机性因素,构建高拱坝施工初-中期导流风险模型,提出采用Monte Carlo方法耦合挡水度汛面貌数据和主要随机因素进行风险模型求解的方法。基于风险分析原理提出了导流洞设计的风险判别方法,给出导流洞尺寸设计优化的数学模型和具体步骤。通过金沙江上游某高拱坝工程案例分析的结果表明:所提风险模型及求解方法是适用的、有效的,该模型能够得到整个施工初-中期导流风险率,较为客观地反映高拱坝施工中期度汛可能存在的两种挡水情况,克服了初期导流风险模型的局限性;施工中期导流风险率随导流洞尺寸增大而减小,导流洞尺寸设计的可行方案集存在界限,即优化方案。研究成果可为高拱坝施工导流的风险决策和设计优化提供理论支撑。  相似文献   

Application of PSO-LIBSVM in Recognition of Potassium Salt Deposits     

Fuqiang Yang  Kegui Chen  Changbing Huang  Yuanyuan Chen  Jin Li  Xiaolin Ma 《地球科学进展》2019,34(7):757-764

The shortage of potassium salt seriously restricts the development of China's agriculture. Increasing the exploration and development of potash will help improve the self-sufficiency of potassium in China. With rich potassium salt resources, Sichuan basin is one of the most important research areas for potash exploration and development in China. Polyhalite is an important solid potassium salt mineral in Sichuan basin, often intercalated in rock minerals such as anhydrite, rock salt and dolomite. Aiming at the problem that conventional log interpretation methods are difficult to accurately identify polyhalites, this paper proposed a new Support Vector Machine (SVM) recognition method based on Particle Swarm Optimization (PSO) to classify polyhalites in Sichuan basin. Based on particle swarm optimization and support vector machine theory, combined with logging interpretation theory, the effective data sensitive to polyhalite logging response were selected as input samples to generate training sets and test sets randomly. The Radial Basis Function (RBF) parameters were optimized by particle swarm optimization, and the classification and prediction model of polyhalite was established. Compared with mud logging results, the recognition accuracy of SVM model based on particle swarm optimization reached 97.5758%, which is obviously better than that of SVM model optimized by cross validation method in recognition accuracy and speed. The results show that the model has broad application prospects in potash exploration in Sichuan basin.  相似文献   

卫星海洋遥感数据的无损压缩及解压算法     

付东洋  李宇隆  侯骏雄  肖志强 《海洋技术学报》2012,31(2):45-48

在分析卫星海洋遥感单轨三级数据产品特征的基础上,针对游程编码无损压缩算法特征,提出了优化游程编码压缩算法,运用该算法实现了海洋遥感三级数据产品的无损压缩,并与流行的WinRAR压缩软件进行了比较测试,结果表明上述算法对海洋遥感数据均有较高的压缩率,优化游程编码压缩算法在空间复杂度及时间复杂度上均有明显的比较优势,可极大节约海洋遥感数据的存储与共享发布空间。  相似文献   

Strain and culture medium optimization for production enhancement of prodiginines from marine-derived Streptomyces sp. GQQ-10     

Xueping Li  Guojian Zhang  Tianjiao Zhu  Dehai Li  Qianqun Gu 《中国海洋大学学报(英文版)》2012,11(3):361-365

A mutant (GQQ-M6) of a Sponge-Derived streptomyces sp. GQQ-10 obtained by UV-induced mutation was used for producing prodiginines (PGs). Single factor experiments and orthogonal array design (OAD) methods were employed for medium optimization. In the single factor method, the effects of soluble starch, glucose, soybean flour, yeast extract and sodium acetate on PGs production were investigated individually. In the subsequent OAD experiments, the concentrations of these 5 key nutritional components combined with salinity were further adjusted. The mutant strain GQQ-M6 gave a 2.2-fold higher PGs production than that of the parent strain; OAD experiments offered a PGs yield of 61mg L-1, which was 10 times higher than that of the initial GQQ-10 strain under the original cultivation mode.  相似文献   

地质样品中金的测定方法研究     

宋丽华  郝原芳  高慧莉 《地质与资源》2014,23(6):577-579

简介了近年来地质样品中金的分析测试方法,重点对地质样品金分析中的样品加工及分解、分离富集、测定方法等方面进行概述,并对我实验测试中心在相关方面工作进行了简单介绍.  相似文献