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New partial cooperation model for bilevel programming problems 被引量:4
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作者 Shihui Jia Zhongping Wan +1 位作者 Yuqiang Feng Guangmin Wang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第2期263-266,共4页
Partial cooperation models are studied for many years to solve the bilevel programming problems where the follower’s optimal reaction is not unique. However, in these existed models, the follower’s cooperation level... Partial cooperation models are studied for many years to solve the bilevel programming problems where the follower’s optimal reaction is not unique. However, in these existed models, the follower’s cooperation level does not depend on the leader’s decision. A new model is proposed to solve this deficiency. It is proved the feasibility of the new model when the reaction set of the lower level is lower semicontinuous. And the numerical results show that the new model has optimal solutions when the reaction set of the lower level is discrete, lower semi-continuous and non-lower semi-continuous. 展开更多
关键词 bilevel programming reaction set optimistic model pessimistic model partial cooperation model cooperation level.
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Adaptive path planning for unmanned aerial vehicles based on bi-level programming and variable planning time interval 被引量:7
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作者 Liu Wei Zheng Zheng Cai Kaiyuan 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2013年第3期646-660,共15页
This paper presents an adaptive path planner for unmanned aerial vehicles (UAVs) to adapt a real-time path search procedure to variations and fluctuations of UAVs’ relevant performances, with respect to sensory cap... This paper presents an adaptive path planner for unmanned aerial vehicles (UAVs) to adapt a real-time path search procedure to variations and fluctuations of UAVs’ relevant performances, with respect to sensory capability, maneuverability, and flight velocity limit. On the basis of a novel adaptability-involved problem statement, bi-level programming (BLP) and variable planning step techniques are introduced to model the necessary path planning components and then an adaptive path planner is developed for the purpose of adaptation and optimization. Additionally, both probabilistic-risk-based obstacle avoidance and performance limits are described as path search constraints to guarantee path safety and navigability. A discrete-search-based path planning solution, embedded with four optimization strategies, is especially designed for the planner to efficiently generate optimal flight paths in complex operational spaces, within which different surface-to-air missiles (SAMs) are deployed. Simulation results in challenging and stochastic scenarios firstly demonstrate the effectiveness and efficiency of the proposed planner, and then verify its great adaptability and relative stability when planning optimal paths for a UAV with changing or fluctuating performances. 展开更多
关键词 ADAPTIVE bi-level programming Motion planning Unmanned aerial vehicles Variable time interval
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An Alternative Approach for Solving Bi-Level Programming Problems
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作者 Rashmi Birla Vijay K. Agarwal +1 位作者 Idrees A. Khan Vishnu Narayan Mishra 《American Journal of Operations Research》 2017年第3期239-247,共9页
An algorithm is proposed in this paper for solving two-dimensional bi-level linear programming problems without making a graph. Based on the classification of constraints, algorithm removes all redundant constraints, ... An algorithm is proposed in this paper for solving two-dimensional bi-level linear programming problems without making a graph. Based on the classification of constraints, algorithm removes all redundant constraints, which eliminate the possibility of cycling and the solution of the problem is reached in a finite number of steps. Example to illustrate the method is also included in the paper. 展开更多
关键词 LINEAR programming PROBLEM bi-level programming PROBLEM GRAPH Algorithm
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Interactive Fuzzy Programming for Random Fuzzy Two-Level Integer Programming Problems through Fractile Criteria with Possibility
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作者 Masatoshi Sakawa Takeshi Matsui 《Applied Mathematics》 2013年第8期34-43,共10页
This paper considers two-level integer programming problems involving random fuzzy variables with cooperative behavior of the decision makers. Considering the probabilities that the decision makers’ objective functio... This paper considers two-level integer programming problems involving random fuzzy variables with cooperative behavior of the decision makers. Considering the probabilities that the decision makers’ objective function values are smaller than or equal to target variables, fuzzy goals of the decision makers are introduced. Using the fractile criteria to optimize the target variables under the condition that the degrees of possibility with respect to the attained probabilities are greater than or equal to certain permissible levels, the original random fuzzy two-level integer programming problems are reduced to deterministic ones. Through the introduction of genetic algorithms with double strings for nonlinear integer programming problems, interactive fuzzy programming to derive a satisfactory solution for the decision maker at the upper level in consideration of the cooperative relation between decision makers is presented. An illustrative numerical example demonstrates the feasibility and efficiency of the proposed method. 展开更多
关键词 TWO-level Integer programming Random FUZZY programming POSSIbiLITY Fractile CRITERIA INTERACTIVE FUZZY programming
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Pescadillo ribosomal biogenesis factor 1 and programmed deathligand 1 in gastric and head and neck squamous cell carcinoma
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作者 Xiao-Nan Hu Chun-Feng Li +2 位作者 Si-Meng Huang Chun-Lei Nie Rui Pang 《World Journal of Gastroenterology》 2025年第19期100-108,共9页
BACKGROUND Gastric cancer(GC)and head and neck squamous cell carcinoma(HNSCC)are common malignancies with high morbidity and mortality rates.Traditional treatments often yield limited efficacy,especially in advanced c... BACKGROUND Gastric cancer(GC)and head and neck squamous cell carcinoma(HNSCC)are common malignancies with high morbidity and mortality rates.Traditional treatments often yield limited efficacy,especially in advanced cases.Recent advancements in immunotherapy,particularly immune checkpoint inhibitors targeting programmed death-ligand 1(PD-L1),have shown promise.However,the expression and interaction of pescadillo ribosomal biogenesis factor 1(PES1)and PD-L1 in these cancers remain unclear.Understanding their roles could provide new insights into tumor biology and improve therapeutic strategies.AIM To investigate the expression levels of PES1 and PD-L1 in tumor tissues of patients with GC and HNSCC.METHODS A total of 58 cases of GC and HNSCC undergoing surgical resection were selected from January 2022 to January 2024.Paraffin specimens of GC and HNSCC tissues were taken from the patients,and the sections were subjected to staining with immunohistochemistry and hematoxylin-eosin staining,and the protein expression of PES1 and PD-L1 was observed microscopically.RESULTS Among 58 GC and HNSCC tissues,30 cases were positive and 28 cases were negative for PES1 expression,and 34 cases were positive and 24 cases were negative for PD-L1 expression.The positive expression rates of PES1 and PDL1 were 51.72% and 58.62%,respectively.PES1 expression was correlated with the TNM stage,lymph node metastasis,and the depth of infiltration(P<0.05),and PD-L1 expression was correlated with the differentiation degree,lymph node metastasis,and infiltration depth(P<0.05).CONCLUSION PES1 and PD-L1 were positively expressed in GC and HNSCC tissues and correlated with clinical features.They may serve as potential biomarkers for immune-targeted therapies. 展开更多
关键词 Pescadillo ribosomal biogenesis factor 1 programmed death-ligand 1 Gastric cancer Head and neck squamous cell carcinoma Expression level
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Stochastic level-value approximation for quadratic integer convex programming
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作者 彭拯 邬冬华 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2008年第6期801-809,共9页
We propose a stochastic level value approximation method for a quadratic integer convex minimizing problem in this paper. This method applies an importance sampling technique, and make use of the cross-entropy method ... We propose a stochastic level value approximation method for a quadratic integer convex minimizing problem in this paper. This method applies an importance sampling technique, and make use of the cross-entropy method to update the sample density functions. We also prove the asymptotic convergence of this algorithm, and report some numerical results to illuminate its effectiveness. 展开更多
关键词 quadratic integer convex programming stochastic level value approximation cross-entropy method asymptotic convergence
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Bi-matrix Games with Fuzzy Strategies and Fuzzy Payoffs and Their Mathematical Programming Equivalents
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作者 高璟 张强 《Journal of Beijing Institute of Technology》 EI CAS 2009年第3期370-374,共5页
A fuzzy bi-matrix game(FBG),namely a two-person non-zero-sum game with fuzzy strategies and fuzzy payoffs is proposed.We have defined and analyzed the optimal strategies of this FBG,and shown that it can be transfor... A fuzzy bi-matrix game(FBG),namely a two-person non-zero-sum game with fuzzy strategies and fuzzy payoffs is proposed.We have defined and analyzed the optimal strategies of this FBG,and shown that it can be transformed into a corresponding fuzzy mathematical programming issue,for which a ranking function approach can be applied.In addition,optimal strategies of FBG for both Player I and Player II can be gotten. 展开更多
关键词 fuzzy bi-matrix game equilibrium solution optimal strategies mathematical programming
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Bi—Level技术解析及其临床应用 被引量:1
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作者 李振华 郑欲知 彭卫平 《医疗装备》 2003年第4期10-11,共2页
Bi—Level (双水平通气 )是一项全新的机械通气技术 。
关键词 bi-level技术 临床应用 通气模式 双水平通气 呼吸机 机械通气
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基于bi-level迭代算法的物料循环配送研究
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作者 朱晓莹 徐克林 朱孝松 《计算机应用研究》 CSCD 北大核心 2012年第11期4176-4179,共4页
为解决车间物料配送费用高、配送效率低、灵活性差等问题,建立了基于bi-level(双层)规划的车间物料循环配送模型。针对模型设计了基于2-opt改进的最大最小蚁群算法和双层迭代算法,引入线旁库存的限制,求得需求点的配送周期、配送量和配... 为解决车间物料配送费用高、配送效率低、灵活性差等问题,建立了基于bi-level(双层)规划的车间物料循环配送模型。针对模型设计了基于2-opt改进的最大最小蚁群算法和双层迭代算法,引入线旁库存的限制,求得需求点的配送周期、配送量和配送路径,使库存和运输整合费用最小。通过数值算例求解,说明了该算法是有效的,也说明了该模型的实用价值和有效性。 展开更多
关键词 物料循环配送 双层规划 车辆路径问题 改进最大最小蚁群算法
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Multidisciplinary Design Optimization of A Human Occupied Vehicle Based on Bi-Level Integrated System Collaborative Optimization 被引量:5
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作者 赵敏 崔维成 李翔 《China Ocean Engineering》 SCIE EI CSCD 2015年第4期599-610,共12页
The design of Human Occupied Vehicle (HOV) is a typical multidisciplinary problem, but heavily dependent on the experience of naval architects at present engineering design. In order to relieve the experience depend... The design of Human Occupied Vehicle (HOV) is a typical multidisciplinary problem, but heavily dependent on the experience of naval architects at present engineering design. In order to relieve the experience dependence and improve the design, a new Multidisciplinary Design Optimization (MDO) method "Bi-Level Integrated System Collaborative Optimization (BLISCO)" is applied to the conceptual design of an HOV, which consists of hull module, resistance module, energy module, structure module, weight module, and the stability module. This design problem is defined by 21 design variables and 23 constraints, and its objective is to maximize the ratio of payload to weight. The results show that the general performance of the HOV can be greatly improved by BLISCO. 展开更多
关键词 Multidisciplinary Design Optimization (MDO) Human Occupied Vehicle (HOD bi-level Integrated SystemCollaborative Optimization (BLISCO) general performance
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NCPAP和Bi-level NCPAP治疗早产儿呼吸窘迫综合征的疗效评价及对炎症反应的影响 被引量:8
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作者 邵红梅 严建江 蹇涵 《新医学》 2012年第12期854-857,共4页
目的:评价经鼻持续气道正压通气(NCPAP)和双水平NCPAP(Bi-level NCPAP)对早产儿中度呼吸窘迫综合征(RDS)的治疗效果及对炎症反应的影响。方法:42例符合标准中度RDS的早产儿,胎龄28~34周,随机分为A、B两组,分别采用NCPAP治疗(压力6 cmH... 目的:评价经鼻持续气道正压通气(NCPAP)和双水平NCPAP(Bi-level NCPAP)对早产儿中度呼吸窘迫综合征(RDS)的治疗效果及对炎症反应的影响。方法:42例符合标准中度RDS的早产儿,胎龄28~34周,随机分为A、B两组,分别采用NCPAP治疗(压力6 cmH2O)和Bi-level NCPAP治疗(低压4.0 cm H2O,高压7.5 cm H2O)。在出生后第1、7日检测早产儿血清细胞因子(IL-6、IL-8、TNF-α)水平,记录患儿需要呼吸支持和氧依赖的时间以及出院时的胎龄,比较两组上述指标的差异。结果:两组早产儿均存活,无支气管肺发育不良或中枢神经系统疾病的发生。出生后第1、7日B组血清IL-6、IL-8、TNF-α水平均明显低于NCPAP组(P均<0.05)。两组早产儿组内不同时间血清三种细胞因子水平比较差异无统计学意义(P均>0.05)。A组需要呼吸支持的时间、氧依赖时间均长于B组(P均<0.05)、出院时胎龄大于B组(P<0.05)。结论:与NCPAP相比,Bi-level NCPAP能更好地改善通气、缩短呼吸支持和氧依赖的时间,缩短早产儿住院时间,所引起炎症反应程度也较NCPAP低,因此Bi-level NC-PAP对早产儿具有更好的耐受性和安全性。 展开更多
关键词 经鼻持续气道正压 双水平经鼻持续气道正压 早产 呼吸窘迫综合征
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An object oriented multi-robotic graphic simulation environment for programming the welding tasks
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作者 崔泽 赵杰 +1 位作者 崔岩 蔡鹤皋 《China Welding》 EI CAS 2002年第1期77-83,共7页
An object oriented multi robotic graphic simulation environment is described in this paper. Object oriented programming is used to model the physical objects of the robotic workcell in the form of software objects ... An object oriented multi robotic graphic simulation environment is described in this paper. Object oriented programming is used to model the physical objects of the robotic workcell in the form of software objects or classes. The virtual objects are defined to provide the user with a user friendly interface including realistic graphic simulation and clarify the software architecture. The programming method of associating the task object with active object effectively increases the software reusability, maintainability and modifiability. Task level programming is also demonstrated through a multi robot welding task that allows the user to concentrate on the most important aspects of the tasks. The multi thread programming technique is used to simulate the interaction of multiple tasks. Finally, a virtual test is carried out in the graphic simulation environment to observe design and program errors and fix them before downloading the software to the real workcell. 展开更多
关键词 object oriented programming task level programming welding task 3D graphic simulation expert system
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A Lagrange Relaxation Based Approach to Solve a Discrete-Continous Bi-Level Model
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作者 Zaida E. Alarcón-Bernal Ricardo Aceves-García 《Open Journal of Optimization》 2019年第3期100-111,共12页
In this work we propose a solution method based on Lagrange relaxation for discrete-continuous bi-level problems, with binary variables in the leading problem, considering the optimistic approach in bi-level programmi... In this work we propose a solution method based on Lagrange relaxation for discrete-continuous bi-level problems, with binary variables in the leading problem, considering the optimistic approach in bi-level programming. For the application of the method, the two-level problem is reformulated using the Karush-Kuhn-Tucker conditions. The resulting model is linearized taking advantage of the structure of the leading problem. Using a Lagrange relaxation algorithm, it is possible to find a global solution efficiently. The algorithm was tested to show how it performs. 展开更多
关键词 bi-level programming LAGRANGE RELAXATION Discrete-Continous LINEAR bilevel
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布地奈德及BIP AP联合小剂量肾上腺素对老年性重症哮喘合并呼吸衰竭患者的影响
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作者 李树云 刘爱环 《中国伤残医学》 2025年第1期53-57,共5页
目的:探讨布地奈德及双水平气道正压通气(BIPAP)联合小剂量肾上腺素对老年性重症哮喘并呼吸衰竭患者的影响。方法:回顾性分析2022年1月—2023年12月寿光市人民医院收治的76例老年性重症哮喘合并呼吸衰竭患者资料,依据治疗方式的不同将... 目的:探讨布地奈德及双水平气道正压通气(BIPAP)联合小剂量肾上腺素对老年性重症哮喘并呼吸衰竭患者的影响。方法:回顾性分析2022年1月—2023年12月寿光市人民医院收治的76例老年性重症哮喘合并呼吸衰竭患者资料,依据治疗方式的不同将其分为对照组和研究组,各38例。对照组采用布地奈德联合BIPAP治疗,研究组则在对照组基础上联合小剂量肾上腺素治疗。两组均治疗1周。比较两组免疫功能、肺功能、血气指标及并发症发生情况。结果:治疗1周后,两组CD3^(+)、CD4^(+)、CD4^(+)/CD8^(+)水平均高于治疗1d后,且研究组高于对照组,差异均有统计学意义(P<0.05)。治疗1周后,两组第一秒用力呼气容积、用力肺活量、及第一秒用力呼气容积/用力肺活量均高于治疗1d后,且研究组均高于对照组,差异均有统计学意义(P<0.05)。治疗1周后,两组动脉血氧分压、动脉血氧饱和度水平均高于治疗前,且研究组高于对照组;动脉血二氧化碳分压水平均低于治疗前,且研究组低于对照组,差异均有统计学意义(P<0.05)。研究组并发症发生率为5.26%,低于对照组的21.05%,差异有统计学意义(P<0.05)。结论:布地奈德及BIPAP联合小剂量肾上腺素治疗老年性重症哮喘并呼吸衰竭患者,能更有效地提升患者的免疫功能和肺功能水平,改善血气指标,减少并发症的发生。 展开更多
关键词 老年性重症哮喘 呼吸衰竭 布地奈德 双水平气道正压通气 肾上腺素 肺功能 免疫状态
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NAC联合BiPAP无创呼吸机对COPD合并呼吸衰竭患者血气指标及炎症指标水平的影响
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作者 朱戈 李晓倩 白兆青 《分子诊断与治疗杂志》 2025年第8期1440-1443,共4页
目的探讨N-乙酰半胱氨酸(NAC)联合双水平无创正压通气(BiPAP)无创呼吸机对慢性阻塞性肺疾病(COPD)合并呼吸衰竭患者血气指标及炎症指标水平的影响。方法回顾性分析2021年1月至2024年1月在安庆市立医院就诊的92例COPD合并呼吸衰竭患者的... 目的探讨N-乙酰半胱氨酸(NAC)联合双水平无创正压通气(BiPAP)无创呼吸机对慢性阻塞性肺疾病(COPD)合并呼吸衰竭患者血气指标及炎症指标水平的影响。方法回顾性分析2021年1月至2024年1月在安庆市立医院就诊的92例COPD合并呼吸衰竭患者的临床资料。按照治疗方式的不同分为对照组(n=50)与实验组(n=42)。对照组患者常规给予平喘、抗感染、BiPAP无创呼吸机治疗,实验组在此基础上给予NAC治疗,均持续治疗7 d。比较两组的临床疗效、肺功能指标[用力肺活量占预计值百分比(FVC%pred)、1 s用力呼气容积占预计值的百分比(FEV_(1)%pred)、FVC与FEV_(1)比值(FVC/FEV_(1))]、血气指标[动脉血氧分压(PaO_(2))、动脉血二氧化碳(PaCO_(2))、血氧饱和度(SaO_(2))]、炎症指标[降钙素原(PCT)、C反应蛋白(CRP)]以及不良反应。结果实验组治疗有效率为92.86%高于对照组78.00%,差异有统计学意义(P<0.05)。治疗7 d末实验组FEV_(1)%pred、FVC%pred、FVC/FEV_(1)、PaO_(2)、SaO_(2)显著高于同组治疗前且组间比较高于对照组同期,差异有统计学意义(P<0.05);治疗7 d末实验组PaCO_(2)、PCT、CRP显著低于同组治疗前且组间比较低于对照组同期,差异有统计学意义(P<0.05)。两组不良反应率为11.90%vs 8.00%比较差异无统计学意义(P>0.05)。结论NAC联合BiPAP无创呼吸机可提高COPD合并呼吸衰竭患者治疗有效率,改善患者肺功能、血气指标,减轻炎症反应且安全性良好。 展开更多
关键词 N-乙酰半胱氨酸 双水平无创正压通气 慢性阻塞性肺疾病 呼吸衰竭 血气指标
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基于BWO-BILSTM的潮位预测方法研究
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作者 吴际 周玉岑 《测绘与空间地理信息》 2025年第2期174-176,共3页
潮汐在海洋生物、岸侵蚀与管理以及科学研究中都扮演重要的角色,而传统的潮汐预测方法存在精度不高、效率低的缺点。为了克服这些缺陷,本文提出使用白鲸优化算法对双向长短时神经网络的超参数进行寻优。与原始的BILSTM网络训练的结果相... 潮汐在海洋生物、岸侵蚀与管理以及科学研究中都扮演重要的角色,而传统的潮汐预测方法存在精度不高、效率低的缺点。为了克服这些缺陷,本文提出使用白鲸优化算法对双向长短时神经网络的超参数进行寻优。与原始的BILSTM网络训练的结果相比,优化后的BILSTM网络在MSE、MAPE上下降了0.08、1.59,在关联系数R上提升了0.06,证明了本文所提出的改进在潮位预测上的有效性。 展开更多
关键词 潮位预测 白鲸优化算法 双向长短时网络
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考虑运输收益的货运铁路建设项目选择双层规划模型
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作者 尹传忠 李永佳 +1 位作者 石海川 张子昂 《铁道运输与经济》 北大核心 2026年第1期212-220,共9页
由于铁路建设项目投资大、建设周期长,决策者需要从多个候选新项目中确定最佳的投资组合以保证货运需求和投资效益。研究构建了多项目、多阶段的货运铁路网投资建设双层规划模型,上层规划站在政府角度,以规划期内货流运输成本、未满足... 由于铁路建设项目投资大、建设周期长,决策者需要从多个候选新项目中确定最佳的投资组合以保证货运需求和投资效益。研究构建了多项目、多阶段的货运铁路网投资建设双层规划模型,上层规划站在政府角度,以规划期内货流运输成本、未满足需求所带来的流失成本和各种建设项目所需要的年度化资金投入最小为目标;下层规划站在铁路运输企业角度,以企业年度收益最大化为目标,根据货流OD需求在路网上优化分配货流量。设计带有精英保留策略的改进遗传算法进行求解。案例结果表明:在预算较低时,投入的预算资金不能得到充分利用,需求流失与综合成本可能会处于较高水平,影响运输系统的效率和服务质量;而在预算逐渐增加的情况下,投入资金能够得到充分利用,降低综合成本,避免需求流失,加快货流实现“公转铁”。 展开更多
关键词 铁路建设 项目选择 运输收益 双层规划 改进遗传算法
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甲泼尼龙联合BiPAP治疗重症呼吸衰竭患者的效果
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作者 刘敏 《中外医学研究》 2025年第7期130-134,共5页
目的:观察在重症呼吸衰竭的临床治疗中,甲泼尼龙和双水平气道无创正压通气(bi-level non-invasive positive airway pressure,BiPAP)的联合应用效果。方法:选取2022年6月—2023年6月黄陵县人民医院收治的82例重症呼吸衰竭患者,按照随机... 目的:观察在重症呼吸衰竭的临床治疗中,甲泼尼龙和双水平气道无创正压通气(bi-level non-invasive positive airway pressure,BiPAP)的联合应用效果。方法:选取2022年6月—2023年6月黄陵县人民医院收治的82例重症呼吸衰竭患者,按照随机信封法分为两组,两组均进行常规治疗,对照组(36例)联用BiPAP,观察组(46例)在对照组基础上联用甲泼尼龙,比较两组应用效果。结果:观察组治疗总有效率和肺部第1秒用力呼气容积(forced expiratory volume in the first second,FEV_(1))、用力肺活量(forced vital capacity,FVC)、动脉血氧分压(partial pressure of oxygen,PaO_(2))、动脉血氧饱和度(blood oxygen saturation,SaO_(2))、氧合指数高于对照组,且动脉血二氧化碳分压(arterial carbon dioxide pressure,PaCO_(2))、收缩压、舒张压、心率和肿瘤坏死因子-α(tumor necrosis factor-α,TNF-α)、降钙素原(procalcitonin,PCT)、C反应蛋白(C-reactive protein,CRP)水平低于对照组,差异有统计学意义(P<0.05),同时两组不良反应发生率比较,差异无统计学意义(P>0.05)。结论:在重症呼吸衰竭常规治疗基础上,甲泼尼龙和BiPAP的联合应用能够显著改善患者动脉血气指标,提高其肺功能,并缓解呼吸道炎症反应,治疗安全性和实用性较高。 展开更多
关键词 甲泼尼龙 双水平气道无创正压通气 重症呼吸衰竭 肺功能 动脉血气指标 炎症因子
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计及需求响应与含电动汽车的综合能源系统双层优化调度
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作者 黄宇 李对 +1 位作者 李旭昕 高鹏 《华北电力大学学报(自然科学版)》 北大核心 2026年第1期12-22,共11页
近年来,电动汽车规模化接入电网对需求侧资源造成显著影响。此外,电动汽车的V2G技术引入更多的不确定性,给综合能源系统的优化调度带来巨大挑战。针对该问题,提出一种在碳交易机制下,考虑需求响应来匹配源荷两侧功率平衡的双层优化调度... 近年来,电动汽车规模化接入电网对需求侧资源造成显著影响。此外,电动汽车的V2G技术引入更多的不确定性,给综合能源系统的优化调度带来巨大挑战。针对该问题,提出一种在碳交易机制下,考虑需求响应来匹配源荷两侧功率平衡的双层优化调度策略。采用多场景法考虑风光出力的不确定性,利用需求响应优化获得日前电动汽车的用能负荷,并将其作为下层电动汽车实时调度的决策变量,最后引入凸优化算法实时计算得到电动汽车的充放电策略。算例仿真结果表明,在所构建的优化调度模型下,系统负荷峰谷差降低了9.04%,实现了较明显的削峰填谷效果,同时提高了系统的经济效益。 展开更多
关键词 综合能源系统 需求响应 电动汽车 双层优化调度 碳交易
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