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A Preliminary Application of the Differential Evolution Algorithm to Calculate the CNOP 总被引:1,自引:0,他引:1
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A projected skill is adopted by use of the differential evolution (DE) algorithm to calculate a conditional nonlinear optimal perturbation (CNOP). The CNOP is the maximal value of a constrained optimization problem with a constraint condition, such as a ball constraint. The success of the DE algorithm lies in its ability to handle a non-differentiable and nonlinear cost function. In this study, the DE algorithm and the traditional optimization algorithms used to obtain the CNOPs are compared by analyzing a theoretical grassland ecosystem model and a dynamic global vegetation model. This study shows that the CNOPs generated by the DE algorithm are similar to those by the sequential quadratic programming (SQP) algorithm and the spectral projected gradients (SPG2) algorithm. If the cost function is non-differentiable, the CNOPs could also be caught with the DE algorithm. The numerical results suggest the DE algorithm can be employed to calculate the CNOP, especially when the cost function is non-differentiable. 相似文献
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一次中尺度雷暴大风过程的闪电特征分析 总被引:5,自引:2,他引:3
2005年6月21日山东北部出现了一次中尺度对流系统,并伴有地面灾害性大风。作者综合闪电定位资料、雷达和卫星资料详细分析了这次中尺度对流系统的闪电活动特征,结果表明,在系统初始发展阶段地闪频数快速增加.成熟阶段地闪频数一直较高,且都在20次/5 min以上,在减弱消散阶段,正地闪比例超过负地闪。负地闪多发生在对流降水区,而正地闪则对应于稳定的层状云降水区。逐小时地闪次数峰值滞后于云顶最低温度峰值,小于-50℃的冷云覆盖面积峰值滞后于地闪次数峰值。这次地面大风主要是较强下沉气流底部外流造成的,利用WINDEX计算的地面最大风速潜势与观测的阵风值非常接近。地面大风阶段对应着剧烈的闪电活动,地闪频数的跃增略提前于地面强风发生时间,这对灾害性天气过程的监测预警具有一定的参考价值。 相似文献
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Correlation between high-resolution climate records from a Nanjing stalagmite and GRIP ice core during the last glaciation 总被引:1,自引:0,他引:1
A 400-mm-long stalagmite from Tangshan Cave, Nanjing has been analyzed by a high-precision TIMS-U series dating method and
also determined for oxygen and carbon stable isotopic compositions. The results provided a high-resolution paleoclimate record
for eastern China during a time interval (from 54 000 to 19 000 aBP) of the last glaciation. The continuous record of oxygen-18
variations in the stalagmite, indicating a precipitation history of the East Asian monsoon, shows not only signals of the
Heinrich events, but also the Dansgaard-Oeschger cycles which are first found in the last glacial climate record of the East
Asian monsoon area. Although the stalagmite-based climatic signals match well with the GRIP ice core record, some differences
between the two records can be recognized: (1) The last glacial climate changes in eastern China exhibited a long-term remarkably
cooling trend, superimposed on which were four successive Bond’s cycles illustrated by the δ18O curve. This strong cooling tendency may be an effect of the strong summer monsoon event during the MIS 3 over the Tibetan
Plateau. (2) There exist some phase differences of 1000–2000 years between the cooling events in the stalagmite-based climate
signal and the GRIP ice core record. Such differences should be further verified by calibrations of multiple dating methods 相似文献
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