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Pancreatic function,quality of life and costs at long-term follow-up after acute pancreatitis 被引量:15
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作者 Bodil Andersson Marie-Louise Pendse Roland Andersson 《World Journal of Gastroenterology》 SCIE CAS CSCD 2010年第39期4944-4951,共8页
AIM:To evaluate long-term endocrine and exocrine pancreatic function,quality of life and health care costs after mild acute pancreatitis and severe acute pancreatitis(SAP).METHODS:Patients prospectively included in 20... AIM:To evaluate long-term endocrine and exocrine pancreatic function,quality of life and health care costs after mild acute pancreatitis and severe acute pancreatitis(SAP).METHODS:Patients prospectively included in 2001-2005 were followed-up after 42(36-53)mo.Pancreatic function was evaluated with laboratory tests,the oral glucose tolerance test(OGTT),fecal elastase-1 and a questionnaire.Short Form(SF)-36,was completed.RESULTS:Fourteen patients with a history of SAP and 26 with mild acute pancreatitis were included.Plasma glucose after OGTT was higher after SAP(9.2 mmol/L vs 7.0 mmol/L,P=0.044).Diabetes mellitus or impaired glucose tolerance in fasting plasma glucose and/or 120 min plasma glucose were more common in SAP patients(11/14 vs 11/25,P=0.037).Sick leave,time until the patients could take up recreational activities and time until they had recovered were all longer after SAP(P <0.001).No significant differences in SF-36 were seen between the groups,or when comparing with age and gender matched reference groups.Total hospital costs,including primary care,follow-up and treatment of complications,were higher after SAP(median€16572 vs €5000,P<0.001).CONCLUSION:Endocrine pancreatic function was affected,especially after severe disease.SAP requires greater resource use with long recovery,but most patients regained a good quality of life. 展开更多
关键词 Acute PANCREATITIS ENDOCRINE function EXOCRINE function Quality of life cost
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Multi-objective optimization of rolling schedule based on cost function for tandem cold mill 被引量:4
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作者 陈树宗 张欣 +3 位作者 彭良贵 张殿华 孙杰 刘印忠 《Journal of Central South University》 SCIE EI CAS 2014年第5期1733-1740,共8页
In terms of tandem cold mill productivity and product quality, a multi-objective optimization model of rolling schedule based on cost fimction was proposed to determine the stand reductions, inter-stand tensions and r... In terms of tandem cold mill productivity and product quality, a multi-objective optimization model of rolling schedule based on cost fimction was proposed to determine the stand reductions, inter-stand tensions and rolling speeds for a specified product. The proposed schedule optimization model consists of several single cost fi.mctions, which take rolling force, motor power, inter-stand tension and stand reduction into consideration. The cost function, which can evaluate how far the rolling parameters are from the ideal values, was minimized using the Nelder-Mead simplex method. The proposed rolling schedule optimization method has been applied successfully to the 5-stand tandem cold mill in Tangsteel, and the results from a case study show that the proposed method is superior to those based on empirical formulae. 展开更多
关键词 tandem cold mill multi-object optimization rolling schedule cost function simplex algorithm
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Analysis of Cost Functions for Retrieving Sea Surface Salinity 被引量:4
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作者 QI Zhen WEI Enbo 《Journal of Ocean University of China》 SCIE CAS 2012年第2期147-152,共6页
Two kinds of Bayesian-based cost functions (i.e., the unconstrained cost function and parameter-constrained cost function) are investigated for retrieving the sea surface salinity (SSS). In low SSS regions, we have an... Two kinds of Bayesian-based cost functions (i.e., the unconstrained cost function and parameter-constrained cost function) are investigated for retrieving the sea surface salinity (SSS). In low SSS regions, we have analyzed the sensitivity of the two cost functions to geophysical parameters. The results show that the unconstrained cost function is valid for retrieving several parameters (including SSS, wind speed and significant wave height), and the constrained cost function, which largely depends on the accuracy of reference values, may lead to large retrieval biases. Furthermore, as a retrieval parameter, the sea surface temperature (SST) can re-sult in the divergence of other geophysical parameters in an unconstrained cost function due to the strong sensitivity of brightness temperature to SST. By using the unconstrained cost function and the simulated brightness temperature TB with white noises, the retrieval biases of SSS are discussed with the following two procedures. Procedure a): the simulated TB values are first averaged, and then SSS is retrieved. Procedure b): the SSS is directly retrieved from the simulated TB , and then the retrieved SSS values are aver-aged. The results indicate that, for low SSS and SST distributions, the SSS retrieval by procedure a) has less biases compared with that by procedure b), while the two procedures give almost the same retrieval results for high SSS and SST sea regions. 展开更多
关键词 cost function sea surface salinity and temperature brighmess temperature
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Competitive analysis of price online inventory problem with cost function 被引量:1
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作者 HAN Shu-guang GUO Jiu-ling +1 位作者 ZHANG Lu-ping HU Jue-liang 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2017年第4期493-502,共10页
In this paper,a new price is given to the online decision maker at the beginning of each day.The trader must decide how many items to purchase according to the current price.We present three variants and an online alg... In this paper,a new price is given to the online decision maker at the beginning of each day.The trader must decide how many items to purchase according to the current price.We present three variants and an online algorithm based on cost function.The competitive ratio of the online algorithm is given for each variant,which is a performance measure of an online algorithm.More importantly,we show that the online algorithm is optimal. 展开更多
关键词 inventory problem price online cost function competitive analysis
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Optimal investment with transaction costs based on exponential utility function:a parabolic double obstacle problem
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作者 BAO Qun-fang YANG Jing-yang +1 位作者 SUN Chao LI Sheng-hong 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2011年第4期483-492,共10页
This paper concerns optimal investment problem with proportional transaction costs and finite time horizon based on exponential utility function. Using a partial differential equation approach, we reveal that the prob... This paper concerns optimal investment problem with proportional transaction costs and finite time horizon based on exponential utility function. Using a partial differential equation approach, we reveal that the problem is equivalent to a parabolic double obstacle problem involving two free boundaries that correspond to the optimal buying and selling policies. Numerical examples are obtained by the binomial method. 展开更多
关键词 Optimal investment transaction costs double obstacle problem stochastic control exponential utility function.
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Resource Allocation Using SPA Based on Different Cost Functions in Elastic Optical Networks
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作者 Mehdi Tarhani Sanjib Sarkar +1 位作者 Morad Khosravi Eghbal Mehdi Shadaram 《Journal of Computer and Communications》 2019年第10期14-20,共7页
Routing, modulation and spectrum allocation in elastic optical networks is a problem aiming at increasing the capacity of the network. Many algorithms such as shortest path algorithm can be used as the routing section... Routing, modulation and spectrum allocation in elastic optical networks is a problem aiming at increasing the capacity of the network. Many algorithms such as shortest path algorithm can be used as the routing section of this problem. The efficiency of these algorithms is partly based on how the cost of each link is defined. In this study, we considered several basic metrics in cost of network links and compared their effects on the network capacity. In particular, the static costs and the dynamic costs were evaluated and compared. For dynamic scenarios, compared to static scenarios, at least one additional factor, the usage of the links, was added. We further considered a new factor that is based on probability of accommodating the signal at a given time in any given link. The results show that, among them, the shortest path algorithm provides the least blocking probability when the cost is a combination of link length and the abovementioned possibility/usage of the link. 展开更多
关键词 ELASTIC Optical Networks ROUTING Modulation Spectrum ALLOCATION cost function Shortest PATH Algorithm
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Cost Effective Operating Strategy for Unit Commitment and Economic Dispatch of Thermal Power Plants with Cubic Cost Functions Using TLBO Algorithm
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作者 E. B. Elanchezhian S. Subramanian S. Ganesan 《Journal of Power and Energy Engineering》 2015年第6期20-30,共11页
This paper deals with a Unit Commitment (UC) problem of a power plant aimed to find the optimal scheduling of the generating units involving cubic cost functions. The problem has non convex generator characteristics, ... This paper deals with a Unit Commitment (UC) problem of a power plant aimed to find the optimal scheduling of the generating units involving cubic cost functions. The problem has non convex generator characteristics, which makes it very hard to handle the corresponding mathematical models. However, Teaching Learning Based Optimization (TLBO) has reached a high efficiency, in terms of solution accuracy and computing time for such non convex problems. Hence, TLBO is applied for scheduling of generators with higher order cost characteristics, and turns out to be computationally solvable. In particular, we represent a model that takes into account the accurate higher order generator cost functions along with ramp limits, and turns to be more general and efficient than those available in the literature. The behavior of the model is analyzed through proposed technique on modified IEEE-24 bus system. 展开更多
关键词 CUBIC cost functionS RAMP Rate TEACHING Learning Based Optimization Unit COMMITMENT
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Handover improvement based on cost function and user fairness for cellular relay enhanced LTE networks
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作者 Chen Muqiong Ji Hong Li Xi 《High Technology Letters》 EI CAS 2011年第3期299-304,共6页
In order to optimize handover target selection and achieve better handover performance in cellular relay networks under the long term evolution (LTE) system, a novel handover measurement and decision scheme based on... In order to optimize handover target selection and achieve better handover performance in cellular relay networks under the long term evolution (LTE) system, a novel handover measurement and decision scheme based on cost function is proposed in the paper. The relay-enhanced network provides user equipment (UE) multiple handover choices from neighbor base stations or relays. This may result in different overhead, resource utility and traffic load which attaches importance to proper handover schemes. Compared with traditional handover measurement and decision schemes, the proposed scheme adopts reference signal receiving quality (RSRQ) in the measurement stage and uses a modified signal cost function considering signal overhead in different handover types and expected long-term throughput of UE. Besides, UE fairness and sector resource utilization are taken into account as well. Theory analysis and simulation results prove that the proposed scheme can enhance cell throughput, decrease handover delay and signal overhead, and improve UE fairness. 展开更多
关键词 HANDOVER RELAY cost function FAIRNESS
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Natural Monopoly and Mixed Ownership Reform--Based on Natural Experiment and Cost Function Analysis Method
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作者 Chen Lin 《China Economist》 2018年第5期60-83,共24页
Despite a multitude of theoretical discussions on China's mixed ownership reform, very few studies have addressed realistic questions concerning the implementation of the reform. The Resolutions of the Third Plenu... Despite a multitude of theoretical discussions on China's mixed ownership reform, very few studies have addressed realistic questions concerning the implementation of the reform. The Resolutions of the Third Plenum of the 18 th CPC Central Committee and other reform strategies have outlined the reform of sectors with natural monopoly, including urban public utility sectors. The question is how mixed ownership reform should be carried out in sectors of natural monopoly, or which public utilities sectors should enjoy priority of mixed ownership reform. To answer this question, this paper employs data of large public utility enterprises in China from 1998 to 2008, and estimates the natural monopoly attribute at the industry level and corporate total factor productivity(TFP) using cost function analysis method excluding the impact of product price factor. Based on the difference-indifferences-in-differences(DDD) method of natural experiment, an empirical test is carried out for the relationship among natural monopoly, mixed ownership reform and corporate productivity. Our results suggest that:(1) Statistically, mixed ownership reform cannot significantly increase corporate TFP in sectors with natural monopoly;(2) mixed ownership reform should not be carried out indiscriminately on a nationwide basis and for all public utilities sectors. Such an attempt of reform without distinguishing natural monopoly and the level of competitiveness is fraught with policy uncertainties;(3) relative to sectors with natural monopoly, corporate productivity in competitive sectors after mixed ownership reform will improve more significantly and enjoy greater "policy dividends" of institutional reform. Therefore, mixed ownership reform should be carried out first in competitive sectors. 展开更多
关键词 mixed OWNERSHIP REFORM NATURAL MONOPOLY cost function NATURAL experiment difference-in-differences-in-differences(DDD)method
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Composite Cost Function Based Solution to the Unit Commitment Problem
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作者 Srikrishna Subramanian Radhakrishnan Anandhakumar 《Smart Grid and Renewable Energy》 2010年第2期88-97,共10页
This paper presents a new approach via composite cost function to solve the unit commitment problem. The unit com-mitment problem involves determining the start-up and shut-down schedules for generating units to meet ... This paper presents a new approach via composite cost function to solve the unit commitment problem. The unit com-mitment problem involves determining the start-up and shut-down schedules for generating units to meet the fore-casted demand at the minimum cost. The commitment schedule must satisfy the other constraints such as the generating limits, spinning reserve, minimum up and down time, ramp level and individual units. The proposed algorithm gives the committed units and economic load dispatch for each specific hour of operation. Numerical simulations were carried out using three cases: four-generator, seven-generator, and ten-generator thermal unit power systems over a 24 h period. The produced schedule was compared with several other methods, such as Dynamic programming, Branch and bound, Ant colony system, and traditional Tabu search. The result demonstrated the accuracy of the proposed method. 展开更多
关键词 COMPOSITE cost function Generation SCHEDULING Unit COMMITMENT
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Is a Single Product Cost Function Appropriate for Institutions of Higher Education? Empirical Evidence From China's Research Universities*
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《Economics World》 2016年第2期47-59,共13页
Many studies exist in the literature of scale and scope economies in institutions of higher education employing multi-product cost functions of quadratic, constant elasticity substitution (CES), or hybrid translog f... Many studies exist in the literature of scale and scope economies in institutions of higher education employing multi-product cost functions of quadratic, constant elasticity substitution (CES), or hybrid translog form. A single product cost function is normally considered inadequate and yield distorted results. Both quadratic and single product cost functions have been applied to university data from China's Ministry of Education (MOE). This study compares those two methods and their statistical results and finds that ray economies of scale from these two cost functions are quite similar though the single product cost function which can not be used to calculate product-specific economies of scale or economies of scope. 展开更多
关键词 single and multi-product cost function economies of scale economies of scope China's researchuniversities
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A Reliable and Secure Smart Grid Communication Network Using a Comprehensive Cost Function
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作者 Vahid Kouhdaragh 《Journal of Energy and Power Engineering》 2017年第2期115-126,共12页
SG (smart grids) is an intelligent power grid in which the diverse nodes should communicate different types of information which have different communication requirements with CS (control stations). There exist se... SG (smart grids) is an intelligent power grid in which the diverse nodes should communicate different types of information which have different communication requirements with CS (control stations). There exist several RATs (radio access technologies), with diversification in quality of service character which respect to the SG nodes communication requirements. On the other side, spectrum is becoming a rare source and its demands request is increasing exponentially. Therefore, resource allocation to support different types of SG nodes should be elaborated so that the resource efficiency is maximized while the SG communication requirements are respected. Using a CF (cost function) based on the SG node requirements and RATs characteristics to find the desirability value of every RATs for a certain node type accomplish this goal in combination with prioritizing the different SG nodes types based on SG goals by creating a priority table for RATs and different SG node types. The main node communication requirements are formulized to be used in the CF in this paper. The numerical results show that the proposed method defines the desirability value of each RAT for a certain SG node type that helps to make a priority table by using the SG node prioritization table. 展开更多
关键词 Smart grid node prioritization cost function communication requirements spectral efficiency heterogeneous network.
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Functional Sustainability of a Flight Dynamics Control System for Stable Hovering Flight of an Unmanned Aerial Vehicle(UAV),such as in Agricultural Applications:Mathematical Modeling and Simulation
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作者 Naji Mordi Naji Al-Dosary 《Journal of Agricultural Science and Technology(A)》 2023年第1期1-29,共29页
The simulation of a control system for the longitudinal axis of the rotary or fixed-wing unmanned aerial vehicles(UAVs)is demonstrated in this study.The control unit includes design considerations of two controllers t... The simulation of a control system for the longitudinal axis of the rotary or fixed-wing unmanned aerial vehicles(UAVs)is demonstrated in this study.The control unit includes design considerations of two controllers to provide robust stability,tracking of the proposed linear dynamics,an adequate set of proportional-integral-derivative(PID)controller gains,and a minimal cost function.The PID control and linear quadratic regulator(LQR)with or without full-state-observer were evaluated.An optimal control system is assumed to provide fast rise and settling time,minimize overshoot,and eliminate the steady-state error.The effectiveness of this approach was verified by a linear model of the UAV aircraft in the semi-dynamic simulation platform of Matlab/Simulink,in which the open-loop system was assessed in terms of flight robustness and reference tracking.The experimental results show that the proposed controllers effectively improve the configuration of the control system of the plant,maintain the sustainability of the dynamic flight model stability,and diminish the flight controller errors.The LQR provides robust stability,but it is not optimal in the transient phase of particular plant output.The PID control system can adjust the controller’s gains for optimal hovering(or stable slow flight)and is especially useful for the tracking system.Finally,comparing aircraft stability using PID and LQR controllers shows that the latter has less overshoot and a shorter settling time;in addition,all proposed controllers can be practically deployed as one UAV’s system,which can be handled as an exemplary model of the UAV flight management system. 展开更多
关键词 Agricultural applications cost function dynamic model PID&LQR controllers steady-state error UAV aircraft
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智能制造的生产成本属性异变及边际成本递减律
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作者 高锡荣 丁洪伟 张红超 《技术经济》 北大核心 2024年第7期125-141,共17页
智能科技革命驱动的智能制造,是新时期推进制造强国建设的不二选项。智能制造以工业智能体取代人力作业,采用“车间智能体+镜像网络”的单要素虚实融合生产模式,这将带来迥异于传统制造业的生产特征和成本属性,进而改变成本函数形态。... 智能科技革命驱动的智能制造,是新时期推进制造强国建设的不二选项。智能制造以工业智能体取代人力作业,采用“车间智能体+镜像网络”的单要素虚实融合生产模式,这将带来迥异于传统制造业的生产特征和成本属性,进而改变成本函数形态。比较研究发现,智能制造具有“高固定成本、弱可变成本”属性,并据此推导出随产量弱增长的弱成本函数,以及相应产生的边际成本递减规律。智能制造边际成本递减律,主要源于智能制造的单要素虚实融合生产模式对可变成本的冲淡与弱化效应。从政策层面,建议有序开展智能制造系统的众筹建造模式,积极推行智能制造系统的产能共享模式,尽早谋划智能时代产业工人的全新就业模式,大力引导消费者不断介入生产活动,实现消费者向“消产者”的身份转变。 展开更多
关键词 智能制造 生产特征 成本属性 成本函数 边际成本
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育龄夫妻三孩生育意愿分析及对策研究——基于福建龙岩的实地调查 被引量:1
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作者 张毅 赖蔚英 《龙岩学院学报》 2024年第1期59-65,共7页
为积极落实三孩生育政策,主动适应人口和计划生育工作转型发展的新要求,调研组基于龙岩市育龄夫妻三孩生育意愿的调查问卷数据及实地调研,得出结论:三孩生育意愿的影响因素主要表现在经济成本、制度保障和生育观念三个方面。为进一步优... 为积极落实三孩生育政策,主动适应人口和计划生育工作转型发展的新要求,调研组基于龙岩市育龄夫妻三孩生育意愿的调查问卷数据及实地调研,得出结论:三孩生育意愿的影响因素主要表现在经济成本、制度保障和生育观念三个方面。为进一步优化生育政策,提高三孩生育政策及配套支持措施的针对性、可操作性,切实减轻群众生育、养育、教育负担,助力生育友好城市建设,建议加强顶层设计提供政策支持,着力提升系统保障功能,多管齐下降低家庭养育成本,营造良好的生育氛围。 展开更多
关键词 三孩生育 政策支持 保障功能 养育成本 生育氛围
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基于资源感知的多域服务功能链编排成本优化
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作者 徐九韵 脱颖超 +1 位作者 赵耀鹏 李世宝 《计算机系统应用》 2024年第5期178-186,共9页
网络功能虚拟化技术的兴起使得实例化为服务功能链(SFC)的网络服务能够共享基底网络,缓解了传统网络体系结构僵化的问题.然而,网络中大量服务请求给多域SFC编排带来了新的挑战.首先由于域内网络资源信息及内部策略的保密性,使得多域SFC... 网络功能虚拟化技术的兴起使得实例化为服务功能链(SFC)的网络服务能够共享基底网络,缓解了传统网络体系结构僵化的问题.然而,网络中大量服务请求给多域SFC编排带来了新的挑战.首先由于域内网络资源信息及内部策略的保密性,使得多域SFC的编排更为复杂.其次多域SFC编排要确定最佳候选编排域集,先前的研究较少考虑域间负载的均衡性,对服务接受率造成了消极影响.此外跨网络域编排服务请求对服务的成本和响应时间提出了更严格的要求.为解决上述挑战,在本文中,我们首先针对多域网络隐私性需求,提出了域级图的构造方法;然后基于域间负载均衡提出了域权重的计算方法进行SFC编排域的选择;最后,针对多域网络成本和响应时间需求,提出编排算法.实验结果表明,提出的算法有效地权衡了平均服务成本和接受率,并且在服务平均响应时间方面也得到了优化. 展开更多
关键词 网络功能虚拟化 多域网络 服务功能链编排 资源感知编排 成本优化
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DNA测序首段信号数据特别处理方法研究
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作者 贾二惠 张欣欣 +1 位作者 管桦 李明 《分析仪器》 CAS 2024年第4期59-63,共5页
针对荧光标记毛细管电泳DNA测序开始一段序列的信号杂乱特性以及不同碱基通道信号间的相对偏移问题,提出了一种用于首段信号特别处理的电泳迁移率自适应校正方法。分析设计基于四通道首段信号间峰重叠程度估计的运筹决策目标函数,通过... 针对荧光标记毛细管电泳DNA测序开始一段序列的信号杂乱特性以及不同碱基通道信号间的相对偏移问题,提出了一种用于首段信号特别处理的电泳迁移率自适应校正方法。分析设计基于四通道首段信号间峰重叠程度估计的运筹决策目标函数,通过目标函数动态寻优计算确定不同碱基通道信号的相对偏移系数,从而实现DNA测序首段信号的相对偏移校正,为提高首段信号碱基的合理判读及后续DNA精准排序提供了可靠的过程数据。 展开更多
关键词 DNA测序 毛细管电泳 首段信号 数据处理 目标函数 动态寻优
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基于TOPSIS优化永磁同步电机预测控制成本函数
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作者 周立 薛孟娅 +3 位作者 金烜旭 李京明 尚治博 刘金澍 《电工电能新技术》 CSCD 北大核心 2024年第3期22-30,共9页
针对多目标约束条件下,为永磁同步电机预测控制算法成本函数选择适当的权重因子,提出了一种逼近理想解排序法(TOPSIS)优化成本函数的优选顺序方法改进权重因子的选择。首先,采用TOPSIS选择一个最接近理想控制动作的正解和最远离理想控... 针对多目标约束条件下,为永磁同步电机预测控制算法成本函数选择适当的权重因子,提出了一种逼近理想解排序法(TOPSIS)优化成本函数的优选顺序方法改进权重因子的选择。首先,采用TOPSIS选择一个最接近理想控制动作的正解和最远离理想控制动作的负解,对成本函数中的控制变量进行优先级排序,以确保在每个采样持续时间内选择最佳控制措施。其次,根据上一时刻的最优控制状态,将预测的下一个切换时刻状态用于成本函数优化,从而减少了预测控制算法的计算持续时间。仿真和实验结果表明:与传统预测控制方法相比,基于TOPSIS的预测控制在具有较小开关频率的稳定操作下降低了电磁转矩和磁链的纹波,并且能够有效抑制电流脉动,降低算法的复杂度和计算量,提高了永磁同步电机控制系统在实际中的运行性能。 展开更多
关键词 永磁同步电机 预测控制 成本函数 多目标决策分析
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基于组合代价函数的智能汽车轨迹规划
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作者 朱凌云 周宇 《计算机应用与软件》 北大核心 2024年第1期49-55,63,共8页
针对智能汽车在多车道公路场景行驶中的安全性、舒适性问题,提出一种基于组合代价函数的轨迹规划方法。利用Frenet坐标系分别求解车辆的横向和纵向运动轨迹,通过五次多项式拟合生成候选轨迹集;以危险程度和轨迹偏离程度为基准,以车辆在... 针对智能汽车在多车道公路场景行驶中的安全性、舒适性问题,提出一种基于组合代价函数的轨迹规划方法。利用Frenet坐标系分别求解车辆的横向和纵向运动轨迹,通过五次多项式拟合生成候选轨迹集;以危险程度和轨迹偏离程度为基准,以车辆在多车道公路行驶中的安全性、舒适性为目标,设计一种新的代价函数组合,通过求解代价函数从而选择最优轨迹。仿真结果表明:该方法能够使车辆在三车道动态公路场景中实现跟车与变道。 展开更多
关键词 自动驾驶 动态公路场景 轨迹规划 轨迹选择 代价函数
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基于改进哈里斯鹰算法的无人飞行器路径规划
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作者 陈立伟 马泽华 +1 位作者 王桐 刘松铭 《应用科技》 CAS 2024年第2期17-23,30,共8页
针对无人飞行器三维路径规划问题,提出一种基于哈里斯鹰优化(Harris hawks optimization,HHO)算法的无人飞行器三维路径规划算法。首先根据路径规划代价指标和无人飞行器自身性能,建立路径规划模型确立代价函数和约束条件。接着针对传统... 针对无人飞行器三维路径规划问题,提出一种基于哈里斯鹰优化(Harris hawks optimization,HHO)算法的无人飞行器三维路径规划算法。首先根据路径规划代价指标和无人飞行器自身性能,建立路径规划模型确立代价函数和约束条件。接着针对传统HHO算法的不足,引入非线性能量因子来平衡全局搜索和局部搜索的关系,使算法避免陷入局部最小值;引入混沌映射对HHO算法进行初始化种群并对其进行局部混沌搜索,增强算法种群多样性和搜索能力。最后通过仿真实验证明,改进的哈里斯鹰优化(improvement Harris hawks optimization,IHHO)算法可以有效规划出安全的无人飞行器航线,并且能够跳出局部最小值和具备较优的收敛速度。 展开更多
关键词 无人飞行器 哈里斯鹰优化算法 路径规划 混沌映射 非线性能量 环境模型 代价函数 约束条件
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