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非线性规划弱增广 Lagrange 函数变度量法
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作者 王柏岩 欧志英 《甘肃工业大学学报》 1998年第1期107-110,共4页
对一般的非线性规划问题给出了弱增广的Lagrange函数,利用变度量法求得下降方向,从而将原问题转化为一维极小化问题,再通过一维搜索求得问题的解,并证明了此方法的收敛性.
关键词 非线性规划 变度量法 收敛性 LAGRANGE函数
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前馈神经网络的二阶学习算法 被引量:1
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作者 沈传文 常东来 苏彦民 《西安交通大学学报》 EI CAS CSCD 北大核心 1997年第11期94-98,共5页
前馈神经网络是神经网络中应用最广的一种.但由于神经网络采用B-P算法,收敛速度慢.在分析了神经网络算法原理的基础上,提出了一种基于变度量法的优化训练算法.仿真证明,这种算法能够大大提高神经网络的收敛速度.
关键词 神经网络 变度量法 前馈神经网络 学习算
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Slope analysis based on local strength reduction method and variable-modulus elasto-plastic model 被引量:4
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作者 杨光华 钟志辉 +3 位作者 傅旭东 张玉成 温勇 张明飞 《Journal of Central South University》 SCIE EI CAS 2014年第5期2041-2050,共10页
Employing an ideal elasto-plastic model,the typically used strength reduction method reduced the strength of all soil elements of a slope.Therefore,this method was called the global strength reduction method(GSRM).How... Employing an ideal elasto-plastic model,the typically used strength reduction method reduced the strength of all soil elements of a slope.Therefore,this method was called the global strength reduction method(GSRM).However,the deformation field obtained by GSRM could not reflect the real deformation of a slope when the slope became unstable.For most slopes,failure occurs once the strength of some regional soil is sufficiently weakened; thus,the local strength reduction method(LSRM)was proposed to analyze slope stability.In contrast with GSRM,LSRM only reduces the strength of local soil,while the strength of other soil remains unchanged.Therefore,deformation by LSRM is more reasonable than that by GSRM.In addition,the accuracy of the slope's deformation depends on the constitutive model to a large degree,and the variable-modulus elasto-plastic model was thus adopted.This constitutive model was an improvement of the Duncan–Chang model,which modified soil's deformation modulus according to stress level,and it thus better reflected the plastic feature of soil.Most importantly,the parameters of the variable-modulus elasto-plastic model could be determined through in-situ tests,and parameters determination by plate loading test and pressuremeter test were introduced.Therefore,it is easy to put this model into practice.Finally,LSRM and the variable-modulus elasto-plastic model were used to analyze Egongdai ancient landslide.Safety factor,deformation field,and optimal reinforcement measures for Egongdai ancient landslide were obtained based on the proposed method. 展开更多
关键词 slope stability local strength reduction method variable-modulus elasto-plastic model in-situ test
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Non-isothermal curing kinetics and thermal properties of benzoxazine-phenolic copolymers 被引量:2
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作者 徐丽 司徒粤 +2 位作者 胡剑峰 曾汉维 陈焕钦 《Journal of Central South University》 SCIE EI CAS 2009年第3期392-398,共7页
Using novolac phenolic resin, aniline and formaldehyde as raw materials, benzoxazine-phenolic copolymers with different percentages of benzoxazine rings were prepared. FT-IR was adopted to characterize the molecular s... Using novolac phenolic resin, aniline and formaldehyde as raw materials, benzoxazine-phenolic copolymers with different percentages of benzoxazine rings were prepared. FT-IR was adopted to characterize the molecular structure of the novolac-type phenolic resin and the benzoxazine-phenolic copolymer BP31. In order to understand the curing process of the copolymers, the curing behavior and curing kinetic characteristics were studied by differential scanning calorimetry (DSC), and the catalytical effect of phenolic hydroxyl on the curing behavior of copolymers was investigated. To investigate the thermal properties of this resin, the thermal degradation behaviors of the cured samples were studied by thermal gravimetric (TG) method, and glass-transition temperatures (Tg) of the cured copolymers were also evaluated by DSC. The dynamic Ozawa method was adopted to determine the kinetic parameters of the curing process as well. The activation energy is 78.8 kJ/mol and the reaction rate constant is in the range from 40.0 to 5.2 (K/min)" according to reaction temperatures. The Ozawa exponent decreases from 2.4 to 0.7 with the increase of reaction temperature, and curing mechanism is expounded briefly according to the results. TG result shows that the highest char yield of copolymers is 50.3%. The highest Tg of copolymers is 489 K, which is much higher than that of pure benzoxazine resin. 展开更多
关键词 BENZOXAZINE novolac-type phenolic resin copolymer cure kinetics thermal degradation Ozawa method CROSSLINKING
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