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基于数值模拟和BP网络的可靠度计算方法 被引量:20
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作者 徐军 张利民 郑颖人 《岩石力学与工程学报》 EI CAS CSCD 北大核心 2003年第3期395-399,共5页
在实际工程可靠度分析中,得到极限状态方程的解析表达式是非常困难的。提出一种基于数值模拟、BP网络和优化技术三者相结合的可靠度分析方法,以模拟实际工程中常见的功能函数不能明确的可靠度计算问题。可靠度分析中,可直接应用现有的... 在实际工程可靠度分析中,得到极限状态方程的解析表达式是非常困难的。提出一种基于数值模拟、BP网络和优化技术三者相结合的可靠度分析方法,以模拟实际工程中常见的功能函数不能明确的可靠度计算问题。可靠度分析中,可直接应用现有的确定性有限元程序。给出平面框架和地下隧洞围岩稳定的可靠度分析算例,计算中可考虑基本变量之间的相关性和基本变量的不同概型分布。数值结果表明,该方法具有较好的效率和精度。 展开更多
关键词 岩土力学 数值模拟 BP网络 可靠度 计算
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有限推力交会的最省燃料轨迹 被引量:10
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作者 顾大可 段广仁 张卯瑞 《宇航学报》 EI CAS CSCD 北大核心 2010年第1期75-81,共7页
给出了航天器有限推力交会的最省燃料轨迹。首先应用三角变换技术将推力约束转化为没有任何约束的虚拟控制,进而利用直接优化方法,应用参数化控制方法以及强化技术将控制向量表示为分段常值函数,将上述最优控制问题转化为非线性规划问... 给出了航天器有限推力交会的最省燃料轨迹。首先应用三角变换技术将推力约束转化为没有任何约束的虚拟控制,进而利用直接优化方法,应用参数化控制方法以及强化技术将控制向量表示为分段常值函数,将上述最优控制问题转化为非线性规划问题。应用经典的参数优化方法即可求得最优控制律的一个近似解,通过增加参数个数,重复优化得到逼近连续最优解的参数化解。仿真结果表明提出的控制方案是行之有效的。 展开更多
关键词 交会 最优控制 参数化控制 强化技术
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地下水动态观测网优化方法综述 被引量:6
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作者 仵彦卿 李俊亭 《西安地质学院学报》 1993年第1期86-94,共9页
本文旨在对地下水动态观测网优化方法做以回顾,并对现有研究技术做以评述;在此基础上,提出了地下水动态观测网的基本概念与分类,指出了今后地下水动态观测网优化设计的研究方向。
关键词 地下水 动态观测网 地质统计
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一种改进的多目标粒子群优化算法 被引量:8
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作者 周刘喜 张兴华 李纬 《计算机工程与应用》 CSCD 北大核心 2009年第33期38-41,共4页
提出一种改进的多目标粒子群优化算法,该算法采用精英归档策略,由档案库中的非劣解提供粒子速度更新时的全局最优位置,根据Pareto支配关系来更新粒子的个体最优位置。使用非劣解目标的线密度度量非劣解前端的均匀性,通过删除小密度的非... 提出一种改进的多目标粒子群优化算法,该算法采用精英归档策略,由档案库中的非劣解提供粒子速度更新时的全局最优位置,根据Pareto支配关系来更新粒子的个体最优位置。使用非劣解目标的线密度度量非劣解前端的均匀性,通过删除小密度的非劣解提高非劣解前端的均匀性。针对多目标进化算法理论型指标的不足,设计了应用型评价指标。标准函数的仿真实验结果表明,所提算法能够获得大量的非劣解,快速地收敛于Pareto最优解前端,且分布比较均匀。 展开更多
关键词 粒子群 多目标进化算法 PARETO最优 精英策略 归档技术
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Fuel optimal low thrust rendezvous with outer planets via gravity assist 被引量:8
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作者 GUO TieDing JIANG FangHua +1 位作者 BAOYIN HeXi LI JunFeng 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2011年第4期756-769,共14页
Low thrust propulsion and gravity assist (GA) are among the most promising techniques for deep space explorations.In this paper the two techniques are combined and treated comprehensively,both on modeling and numerica... Low thrust propulsion and gravity assist (GA) are among the most promising techniques for deep space explorations.In this paper the two techniques are combined and treated comprehensively,both on modeling and numerical techniques.Fuel optimal orbit rendezvous via multiple GA is first formulated as optimal guidance with multiple interior constraints and then the optimal necessary conditions,various transversality conditions and stationary conditions are derived by Pontryagin's Maximum Principle (PMP).Finally the initial orbit rendezvous problem is transformed into a multiple point boundary value problem (MPBVP).Homotopic technique combined with random searching globally and Particle Swarm Optimization (PSO),is adopted to handle the numerical difficulty in solving the above MPBVP by single shooting method.Two scenarios in the end show the merits of the present approach. 展开更多
关键词 low thrust fuel optimal trajectory maximum principle homotopic technique gravity assist
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仿射内点最优路径法解线性不等式约束的优化问题 被引量:3
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作者 王云娟 朱德通 《上海师范大学学报(自然科学版)》 2004年第4期17-23,共7页
提供了仿射内点回代技术的最优路径法解线性不等式约束的非线性优化问题.通过构造的最优路径得到搜索迭代方向,结合非单调内点回代线搜索技术获得可接受的步长因子,从而产生保证目标函数值非单调下降的严格内点可行迭代序列.基于最优路... 提供了仿射内点回代技术的最优路径法解线性不等式约束的非线性优化问题.通过构造的最优路径得到搜索迭代方向,结合非单调内点回代线搜索技术获得可接受的步长因子,从而产生保证目标函数值非单调下降的严格内点可行迭代序列.基于最优路径的良好性质,证明了在合理的假设条件下,算法不仅具有整体收敛性而且保持超线性收敛速率.引入非单调技术能克服高度非线性的病态问题,加速收敛性进程.数值计算结果表明了算法的有效性. 展开更多
关键词 最优路径 不等式约束 内点法 仿射变换 非单调技术
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利用改进的离散变量惩罚函数法实现机械优化设计 被引量:3
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作者 何燕 《青岛化工学院学报(自然科学版)》 2000年第2期167-170,共4页
阐述了改进的离散变量惩罚函数法的原理 ,给出了三个过程实现的计算机程序 ,并把其应用于工程实际 。
关键词 优化设计 惩罚函数法 离散变量 机械设计
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Applications of cnoidal and snoidal wave solutions via optimal system of subalgebras for a generalized extended (2+1)-D quantum Zakharov-Kuznetsov equation with power-law nonlinearity in oceanography and ocean engineering
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作者 Oke Davies Adeyemo 《Journal of Ocean Engineering and Science》 SCIE 2024年第2期126-153,共28页
The nonlinear evolution equations have a wide range of applications,more precisely in physics,biology,chemistry and engineering fields.This domain serves as a point of interest to a large extent in the world’s mathem... The nonlinear evolution equations have a wide range of applications,more precisely in physics,biology,chemistry and engineering fields.This domain serves as a point of interest to a large extent in the world’s mathematical community.Thus,this paper purveys an analytical study of a generalized extended(2+1)-dimensional quantum Zakharov-Kuznetsov equation with power-law nonlinearity in oceanography and ocean engineering.The Lie group theory of differential equations is utilized to compute an optimal system of one dimension for the Lie algebra of the model.We further reduce the equation using the subalgebras obtained.Besides,more general solutions of the underlying equation are secured for some special cases of n with the use of extended Jacobi function expansion technique.Consequently,we secure new bounded and unbounded solutions of interest for the equation in various solitonic structures including bright,dark,periodic(cnoidal and snoidal),compact-type as well as singular solitons.The applications of cnoidal and snoidal waves of the model in oceanography and ocean engineering for the first time,are outlined with suitable diagrams.This can be of interest to oceanographers and ocean engineers for future analysis.Furthermore,to visualize the dynamics of the results found,we present the graphic display of each of the solutions.Conclusively,we construct conservation laws of the understudy equation via the application of Noether’s theorem. 展开更多
关键词 A generalized extended(2+1)-dimensional quantum Zakharov-Kuznetsov equation Lie point symmetries optimal system of subalgebras Cnoidal and snoidal waves Extended Jacobi function expansion technique Conservation laws
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大系统试验选优理论研究 被引量:3
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作者 程吉林 郭元裕 +2 位作者 金兆森 黄建晔 朱红耕 《数学物理学报(A辑)》 CSCD 北大核心 2004年第1期8-15,共8页
针对某些高维动态、大型线性、复杂非线性、复杂模拟仿真和定性知识模型 ,该文全面总结了作者采用数学模型、知识模型和试验选优理论相结合的方法而提出的试验选优理论 ,该理论体系可以使一些目前无法求解或很难求解的大型问题获得近似解 .
关键词 大系统 优化技术 试验选优
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我国中资财产保险公司的最适规模分析 被引量:3
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作者 祝向军 刘霄辉 《保险研究》 CSSCI 北大核心 2009年第3期17-21,共5页
在激烈的竞争条件下,产险公司如何选择适合自身条件的经营发展规模显得尤为重要。本文运用聚类分析法对目前中资产险公司进行了归类,然后运用生存技术法、利润分析法对其规模经济状况进行了检验,得到了目前我国中资产险公司最佳规模区间。
关键词 最适规模 聚类分析法 生存技术法
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转轮体铸造工艺的优化设计 被引量:3
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作者 施世葵 《大型铸锻件》 1994年第4期24-27,39,共5页
本文重点总结了水轮机的重要部件转轮体常发生的主要铸造质量问题,分析了产生缩孔缩松、裂纹、尺寸超差等质量问题的主要直接原因,并提出了铸造工艺优化设计方案。
关键词 铸钢件 转轮体 铸造 最优设计
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柑桔高产优质配方施肥数学模型及优化技术研究 被引量:1
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作者 刘绍友 侯有明 李杰 《中国柑桔》 1993年第1期6-10,共5页
采用四因素五水平二次正交旋转回归组合设计,研究了影响柑桔高产优质的有机肥、氮肥、磷肥、钾肥之间的相互关系及最佳施用量,建立了汉中桔区柑桔高产优质配方施肥的数学模型。通过对各施肥水平的单因子效应和交互效应的综合分析,利用... 采用四因素五水平二次正交旋转回归组合设计,研究了影响柑桔高产优质的有机肥、氮肥、磷肥、钾肥之间的相互关系及最佳施用量,建立了汉中桔区柑桔高产优质配方施肥的数学模型。通过对各施肥水平的单因子效应和交互效应的综合分析,利用计算机模拟与优化仿真,提出了最佳配方施肥组合方案为:有机肥:氮肥:磷肥:钾肥=70:0.60~0.64:0.50~0.75:0.59~0.64。采用此配方施肥优化组合方案,增产幅度大,果实品质优良。增产效益明显。 展开更多
关键词 柑桔类 果树 施肥 数学模型
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SINGULAR PERTURBATION OF OPTIMAL CONTROL FOR SEMILINEAR INTEGRO-DIFFERENTIAL EQUATIONS 被引量:1
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作者 林苏榕 林宗池 《Annals of Differential Equations》 2001年第2期149-158,共10页
The singular perturbation of optimal control for semilinear integro-differential equations is considered. Under the suitable conditions we prove that the given problem has a unique solution (ξ(t,ε, h0), η(t,ε, h0)... The singular perturbation of optimal control for semilinear integro-differential equations is considered. Under the suitable conditions we prove that the given problem has a unique solution (ξ(t,ε, h0), η(t,ε, h0)), moreover, the optimal control u0(t) and the optimal cost J*(ε) are given as well. 展开更多
关键词 singular perturbation semilinear integro-differential equation optimal control diagonalization technique
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Indirect robust control of agile missile via Theta-D technique 被引量:1
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作者 Di ZHOU Quan LI 《Defence Technology(防务技术)》 SCIE EI CAS 2014年第3期269-278,共10页
An agile missile with tail fins and pulse thrusters has continuous and discontinuous control inputs.This brings certain difficulty to the autopilot design and stability analysis.Indirect robust control via Theta-D tec... An agile missile with tail fins and pulse thrusters has continuous and discontinuous control inputs.This brings certain difficulty to the autopilot design and stability analysis.Indirect robust control via Theta-D technique is employed to handle this problem.An acceleration tracking system is formulated based on the nonlinear dynamics of agile missile.Considering the dynamics of actuators,there is an error between actual input and computed input.A robust control problem is formed by treating the error as input uncertainty.The robust control is equivalent to a nonlinear quadratic optimal control of the nominal system with a modified performance index including uncertainty bound.Theta-D technique is applied to solve the nonlinear optimal control problem to obtain the final control law.Numerical results show the effectiveness and robustness of the proposed strategy. 展开更多
关键词 AGILE MISSILE Robust CONTROL optimal CONTROL Theta-D technique
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ASYMPTOTIC SOLUTION OF A SINGULARLY PERTURBED NONLINEAR STATE REGULATOR PROBLEM 被引量:1
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作者 林苏榕 林宗池 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1995年第6期515-520,共6页
This paper, will seek the optimal control and corresponding trajectories of the singularly perturbed nonlinear state regulator problem. Under appropriate hypotheses. it will be possible to complete an asymptotic solut... This paper, will seek the optimal control and corresponding trajectories of the singularly perturbed nonlinear state regulator problem. Under appropriate hypotheses. it will be possible to complete an asymptotic solution which is uniformly valid when e→0. 展开更多
关键词 singular perturbation nonlinear state regulator optimal control diagonalization technique
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Optimal Control of Hydraulic Position System Employing High Speed On/Off Solenoid Valve 被引量:1
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作者 LIU Shao-jun ZHU Mei-sheng ZHOU Jun-feng 《Journal of Central South University》 SCIE EI CAS 2000年第1期46-48,共3页
A hydraulic position system was designed employing two high speed On/Off solenoid valves with PWM(Pulse width modulation) technique and using LQ(Linear Quadratic) optimization principle. Based on the system, the parts... A hydraulic position system was designed employing two high speed On/Off solenoid valves with PWM(Pulse width modulation) technique and using LQ(Linear Quadratic) optimization principle. Based on the system, the parts of system can be formulated with equations. According to equations, the mathematical model of the system was established. By simulation, the corresponding LQ optimal controller was designed and the PWM signals were generated. The comparison of the simulation and experiment results show that LQ optimal control method with PWM technique employing high speed On/Off solenoid valve can provide better system performance and a high position precision is obtained. 展开更多
关键词 high speed On/Off SOLENOID VALVES PWM technique LQ optimal control
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锥芯可调型引射技术变工况适应性实验研究 被引量:2
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作者 刘培启 何昕琛 +3 位作者 陈佳 郭江涛 席建宇 胡大鹏 《化工学报》 EI CAS CSCD 北大核心 2019年第6期2252-2258,共7页
随着天然气井开发时间的推移,井口压力逐渐降低,低压井口的增压集输成为研究热点。目前,常用的天然气引射技术由于结构尺寸固定,对气井的压力和流量的变化适应性差,使其运行效率普遍较低。据此,设计加工了一台锥芯可调型引射器装置,并... 随着天然气井开发时间的推移,井口压力逐渐降低,低压井口的增压集输成为研究热点。目前,常用的天然气引射技术由于结构尺寸固定,对气井的压力和流量的变化适应性差,使其运行效率普遍较低。据此,设计加工了一台锥芯可调型引射器装置,并对其变工况性能进行了实验研究。结果表明随着可调锥的深入,高压口流量减小,可实现70%左右的流量调节,而且调节过程中低压口流量几乎保持不变,从而使得装置引射率ξ提高,可见该引射技术具有很强的抗流量波动能力。随着可调锥的深入,装置对应的最佳膨胀比增大,从而提高了装置对大膨胀比工况的适应性。同样压缩比下,装置引射效率会随着可调锥的深入而提高,但会降低装置有效引射的压缩比范围。 展开更多
关键词 天然气 实验验证 优化设计 引射技术 可调性
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有界变量约束优化的非单调最优路径内点算法 被引量:2
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作者 郭佩华 朱德通 《上海师范大学学报(自然科学版)》 2004年第3期23-29,共7页
采用最优路径结合非单调内点回代算法解有界变量约束的非线性优化问题.从构建的最优路径解二次模型获得迭代方向,通过线搜索获得步长因子以保证迭代点既落在严格可行域内,又能使目标函数产生足够下降.基于导出的最优路径的良好性质,在... 采用最优路径结合非单调内点回代算法解有界变量约束的非线性优化问题.从构建的最优路径解二次模型获得迭代方向,通过线搜索获得步长因子以保证迭代点既落在严格可行域内,又能使目标函数产生足够下降.基于导出的最优路径的良好性质,在合理的假设下,证明了此算法不仅具有整体收敛性,而且保持局部超线性收敛速率.引入非单调技术将克服病态问题,从而加速收敛性进程.数值计算表明了算法的可行性和有效性. 展开更多
关键词 有界变量约束 最优路 内点法 非单调技术
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A Bound Heuristic Technique for Solving DRAMA Spares Optimizations
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作者 LI Jian-ping KANG Jian-she(Department of Management Engineering, Shijiazhuang Mechanical Engineering College,Shijiazhuang, Hebei, 050003, China, E-mail:jp.Ji@sjz.col.com.cn) 《International Journal of Plant Engineering and Management》 1999年第2期442-453,共12页
This paper studies the solution technique to solve the DRAMA spares allocation optimization problem. DRAMA model is an analytic spare optimization model of a multi-item, multi-location, and two-echelon inventory syste... This paper studies the solution technique to solve the DRAMA spares allocation optimization problem. DRAMA model is an analytic spare optimization model of a multi-item, multi-location, and two-echelon inventory system. The computation of its system spares availability is much complicated. The objective function and constraint functions of DRAMA model could be written as the separable forms. A new bound heuristic algorithm has been presented by improving the bound heuristic algorithm for solving the reliability redundancy optimization problem (BHA in short). With the results, the proposed algorithm has been found to be more economical and effective than BHA to obtain the solutions of large DRAMA model. The new algorithm could be used to solve reliability redundancy optimization problems with the separable forms. 展开更多
关键词 spares optimization reliability optimization integer programming optimal redundancy bound technique heuristic method
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Optimization of the Sampling Method for Genetic Variation Survey in Maize Populations Using SSR Markers
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作者 Fengcheng SUN Yong FENG +4 位作者 Zhuo YU Chen Bai Zengjuan FU Chuanzong YU Zhizhuang SHAO 《Agricultural Biotechnology》 CAS 2013年第5期39-44,共6页
In this study, single-plant DNA sampling method, multi-plant leaf-mixing DNA sampling method, and single-plant DNA-mixing sampling method were adopted, to analyze the genetic variations of Meng A population and C popu... In this study, single-plant DNA sampling method, multi-plant leaf-mixing DNA sampling method, and single-plant DNA-mixing sampling method were adopted, to analyze the genetic variations of Meng A population and C population 1 using SSR markers and establish the optimal technological system for analyzing genetic diversity of maize populations. DNA samples in different treatments were amplified using 34 SSR primers which were uniformly distributed in ten chromosomes of maize. Polyacrylamidc gel electrophoresis was performed to analyze the polymorphism information content and genetic similarity coefficient of 60 individuals and compare the numbers of alleles amplified from DNA samples in different treatments. The results indicated that Meng A population and C population 1 both had relatively abundant genetic variations and the established technological system could be applied in researches of maize genetic diversity. Extracting DNA samples from mixed leaves of 12 individuals with five replications is the best sampling method, which could achieve similar results to mixed DNA samples of 12 individuals. This sampling method can be applied to analyze the genetic relationship among a large number of maize populations, which can not only reduce the workload, but also significantly improve the efficiency. 展开更多
关键词 Maize population SSR technique Genetic diversity optimal sampling
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