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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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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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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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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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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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普职融通视域下英国T Level行动计划探究 被引量:9
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作者 吴雪萍 陈浊 吕乐瑶 《比较教育学报》 CSSCI 北大核心 2023年第1期17-32,共16页
T Level行动计划较为全面地体现出英国近年来提升职业技术教育地位、普通教育与职业教育并重的理念。此次英国推出T Level行动计划的动因在于英国劳动力市场需要更多中高级职业人才、职业技术教育需要提高社会认可度、义务教育阶段毕业... T Level行动计划较为全面地体现出英国近年来提升职业技术教育地位、普通教育与职业教育并重的理念。此次英国推出T Level行动计划的动因在于英国劳动力市场需要更多中高级职业人才、职业技术教育需要提高社会认可度、义务教育阶段毕业生需要体验职业教育。T Level行动计划主要由T Level项目、T Level过渡项目和T Level专业发展项目组成。T Level项目由各方共同设计,兼顾义务教育阶段毕业生的就业与升学;T Level过渡项目满足了义务教育阶段毕业生体验职业教育的需求;T Level专业发展项目为T Level项目实施提供保障。英国T Level行动计划的实施呈现出多元共治、删芜就简和问题导向等特点。借鉴英国T Level行动计划的经验,我国可通过引导雇主参与育人环节、基于项目式学习培养职业技能人才以及兼顾学生就业与升学等方式促进我国的普通教育与职业教育相互融通。 展开更多
关键词 普职融通 T level 义务教育阶段后教育 英国 项目式学习
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FUZZY OPTIMIZATION MODEL OF MAINTENANCE DESIGN FOR PRODUCT LEVEL REUSE 被引量:1
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作者 Feng Zhen Xu Guohua School of ElectromechanicalEngineering,Xidian University,Xi’an 710071, China 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2004年第2期197-199,共3页
Most used products must be maintained before they are reused. The modelingmethod for maintenance design of product level reuse based on quality function deployment ispresented. A fuzzy linear optimization model is dev... Most used products must be maintained before they are reused. The modelingmethod for maintenance design of product level reuse based on quality function deployment ispresented. A fuzzy linear optimization model is developed under financial uncertainty. Objective ofthe model is to maximize improvement rate of customer satisfaction level. Maintenance cost constrainis fuzzy. The algorithm for solution to the model is given. Its optimized results not only giveattention to satisfaction degree of cost constraint, but also maximize objective value. Anillustrative example involved water bump reuse is studied and the results show that the proposedmodel can effectively help maintenance planner determine the better design scheme. 展开更多
关键词 Product level reuse Maintenance design Quality function deployment Fuzzylinear programming
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Simulation of groundwater level recovery in abandoned mines, Fengfeng coalfield, China 被引量:1
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作者 MA Luan WANG Guang-cai +3 位作者 SHI Zhe-ming GUO Yu-ying XU Qing-yu HUANG Xu-juan 《Journal of Groundwater Science and Engineering》 2016年第4期344-353,共10页
Abandoned mines are of high potential risk as they could be a large underground storage of pollutants(heavy metals and organic wastes, etc.). Various physical, chemical and biological reactions would take place when g... Abandoned mines are of high potential risk as they could be a large underground storage of pollutants(heavy metals and organic wastes, etc.). Various physical, chemical and biological reactions would take place when groundwater flows into underground spaces, which makes abandoned mine a huge potential hazard to groundwater environment. The recovery of groundwater level is one of the key elements controlling the reactions and causing such hazards. This paper simulated groundwater level recovery processes in the abandoned mines, Fengfeng coalfield by using the computer program FEFLOW. The paper integrated the pipe flow model, "three zones" model and groundwater inrush(discharge) model in the simulation of groundwater in the complex laneway-aquifer system. Groundwater flow in the laneway systems was considered pipe flow and described in Bernoulli equation. The water-bearing medium(coal seam roof) overlying the laneway systems was divided into "three zones" composed of the caving zone, fissure zone and bending zone based on the disruption degrees of previous mining. Groundwater in the Ordovician limestone aquifer(bottom of coal seam) flowing into laneway systems was considered a major inrush/recharge source, and its flow rate was calculated by an inrush(discharge) model which was newly developed in this study and incorporated into FEFLOW. The results showed that it would take approximately 95 days for groundwater in abandoned mines to recover to regional groundwater level elevation, and the total amount of water filling up would be about 1.41195×10~7 m^3, which is consistent with the actual data. The study could be of theoretical and practical significance to mitigate abandoned mines' hazards and improve mine groundwater utilization. 展开更多
关键词 Abandoned mine Laneway system Aquifer media FEFLOW program Groundwater level recovery
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High-level radioactive waste disposal in China: update 2010 被引量:44
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作者 Ju Wang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE 2010年第1期1-11,共11页
For geological disposal of high-level radioactive waste (HLW), the Chinese policy is that the spent nuclear fuel (SNF) should be reprocessed first, followed by vitrification and final disposal. The preliminary rep... For geological disposal of high-level radioactive waste (HLW), the Chinese policy is that the spent nuclear fuel (SNF) should be reprocessed first, followed by vitrification and final disposal. The preliminary repository concept is a shaft-tunnel model, located in saturated zones in granite, while the final waste form for disposal is vitrified high-level radioactive waste. In 2006, the government published a long-term research and development (R&D) plan for geological disposal of high-level radioactive waste. The program consists of three steps: (1) laboratory studies and site selection for a HLW repository (2006-2020); (2) underground in-situ tests (2021-2040); and (3) repository construction (2041-2050) followed by operation. With the support of China Atomic Energy Authority, comprehensive studies are underway and some progresses are made. The site characterization, including deep borehole drilling, has been performed at the most potential Beishan site in Gansu Province, Northwestern China. The data from geological and hydrogeological investigations, in-situ stress and permeability measurements of rock mass are presented in this paper. Engineered barrier studies are concentrated on the Gaomiaozi bentonite. A mock-up facility, which is used to study the thermo-hydro-mechano-chemical (THMC) properties of the bentonite, is under construction. Several projects on mechanical properties of Beishan granite are also underway. The key scientific challenges faced with HLW disposal are also discussed. 展开更多
关键词 geological disposal high-level radioactive waste R&D program site selection BENTONITE
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Context-Aware Practice Problem Recommendation Using Learners’ Skill Level Navigation Patterns 被引量:1
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作者 P.N.Ramesh S.Kannimuthu 《Intelligent Automation & Soft Computing》 SCIE 2023年第3期3845-3860,共16页
The use of programming online judges(POJs)has risen dramatically in recent years,owing to the fact that the auto-evaluation of codes during practice motivates students to learn programming.Since POJs have greater numb... The use of programming online judges(POJs)has risen dramatically in recent years,owing to the fact that the auto-evaluation of codes during practice motivates students to learn programming.Since POJs have greater number of pro-gramming problems in their repository,learners experience information overload.Recommender systems are a common solution to information overload.Current recommender systems used in e-learning platforms are inadequate for POJ since recommendations should consider learners’current context,like learning goals and current skill level(topic knowledge and difficulty level).To overcome the issue,we propose a context-aware practice problem recommender system based on learners’skill level navigation patterns.Our system initially performs skill level navigation pattern mining to discover frequent skill level navigations in the POJ and tofind learners’learning goals.Collaborativefiltering(CF)and con-tent-basedfiltering approaches are employed to recommend problems in the cur-rent and next skill levels based on frequent skill level navigation patterns.The sequence similarity measure is used tofind the top k neighbors based on the sequence of problems solved by the learners.The experiment results based on the real-world POJ dataset show that our approach considering the learners’cur-rent skill level and learning goals outperforms the other approaches in practice problem recommender systems. 展开更多
关键词 Recommender systems skill level navigation pattern programming online judge collaborativefiltering content-basedfiltering
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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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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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Thoughts on Integrated Monitoring of Ecological Environment at Provincial Level
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作者 PENGHong JackE.Coster SONGXiao-qiang 《水土保持研究》 CSCD 2004年第2期27-32,共6页
The Law of Soil and Water Conservation entitles the administrations of water resources at various level to monitor ecological environment and to proclaim status of soil erosion periodically.Monitoring units of soil an... The Law of Soil and Water Conservation entitles the administrations of water resources at various level to monitor ecological environment and to proclaim status of soil erosion periodically.Monitoring units of soil and water conservation approved by local governments are obliged to undertake this work.How to develop a monitoring program needs an overall and long-term concept.Particularity and objectives of ecological environment monitoring was discussed. Monitoring at provincial level may be divided into two levels:province-wide and at project level. Those indicators meaningful,sensitive to any disturbances,and simple to measure may be selected to test status of ecosystem stability and health.It makes sense to have an integrated sampling design,to set up permanent observation plots and to collect data, so that to have a relative timely,accurate understanding of ecosystems in the province.A program regarding sampling design,field methods, data analysis,documentation and implementation was detailed. 展开更多
关键词 ECOLOGICAL environment PROVINCE WIDE monitoring project level sampling design implementation program
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Evaluation of Noise Levels in Different Industrial Sectors within the Gaza Strip:A Pilot Study
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作者 Abed Schokry 《材料科学与工程(中英文A版)》 2015年第5期202-208,共7页
Noise presents health and social problems in industrial operations and is mainly related to machinery use.Noise is an important factor that affects work environment,and consequently affects both workers'health and... Noise presents health and social problems in industrial operations and is mainly related to machinery use.Noise is an important factor that affects work environment,and consequently affects both workers'health and efficiency.The US OSHA(Occupational Safety and Health Administration)specify six on-the-j ob physical hazards to health,noise is one of those hazards.There is little or no information about occupational noise exposure of workers within industrial and manufacturing sectors in the Gaza Strip.This is due to the difficulty of conducting noise exposure surveillance in such occupations and the lack of awareness regarding this issue.The objective of the current study is to evaluate the exposure of workers in different industrial sectors to occupational noise using a combined measurement and questionnaire approach The present study was conducted in different utilities industries in the Gaza Strip,in order to evaluate the noise levels at those factories and to develop awareness campaign among those workers.From the obtained data,it can be seen that almost all workers are exposed to higher noise levels than the recommended one by OSHA.Therefore it is necessary to start awareness campaign which informs the workers about noise as an occupational hazard. 展开更多
关键词 Sound level meters industrial noise pollution occupational noise exposure periodical hearing tests programs noiseinduced hearing loss.
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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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Sea-level change from minutes to millennia:first meeting of IGCP Project 639 in Oman
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作者 J.Scott Padgett Simon E.Engelhart +2 位作者 Gösta Hoffmann Alar Rosentau Fengling Yu 《Episodes》 2018年第2期115-118,共4页
The Sultanate of Oman(Fig.1)is an incredibly diverse geologic region with a plethora of cultural,geomorphic,and stratigraphic sealevel data sets and was,therefore,a brilliant location to kick-off the International Geo... The Sultanate of Oman(Fig.1)is an incredibly diverse geologic region with a plethora of cultural,geomorphic,and stratigraphic sealevel data sets and was,therefore,a brilliant location to kick-off the International Geoscience Program(IGCP)project 639(http://www.sealevelchange.org)meetings.The United Nations Education,Scientific and Cultural Organization funded,IGCP 639 Project,“Coupling instrumental,historical,archaeological,and geological records of sealevel change over minutes to millennia”,held its first meeting from November 9–14,2016.The 2016 IGCP 639 project meeting was a multi-faceted conference that included a one-day workshop,two-day science symposium,and field-excursion components.Both the workshop and symposium sessions were held on the campus of German University of Technology in Oman,in Muscat,Oman and a three-day field excursion was conducted along Oman’s northeastern coastline.Thanks to the commitment from the event organizers and enthusiastic involvement from attendees,the meeting was extremely successful and well acknowledged by all(Fig.2a;http://sealevelchange.org/pdf/igcpOman4.pdf). 展开更多
关键词 geologic region stratigraphic data sets sea level change unESCO igcp project sealevel data sets international geoscience program igcp project instrumental records
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符合粒子输运模拟的专用加速器体系结构 被引量:1
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作者 张建民 刘津津 +1 位作者 许炜康 黎铁军 《国防科技大学学报》 北大核心 2025年第2期155-164,共10页
粒子输运模拟是高性能计算机的主要应用,对于其日益增长的计算规模需求,通用微处理器由于其单核结构复杂,无法适应程序特征,难以获得较高的性能功耗比。因此,对求解粒子输运非确定性数值模拟的程序特征进行提取与分析;基于算法特征,对... 粒子输运模拟是高性能计算机的主要应用,对于其日益增长的计算规模需求,通用微处理器由于其单核结构复杂,无法适应程序特征,难以获得较高的性能功耗比。因此,对求解粒子输运非确定性数值模拟的程序特征进行提取与分析;基于算法特征,对开源微处理器内核架构进行定制设计,包括加速器流水线结构、分支预测部件、多级Cache层次与主存设计,构建一种符合粒子输运程序特征的专用加速器体系结构。在业界通用体系结构模拟器上运行粒子输运程序的模拟结果表明,与ARM Cortex-A15相比,所提出的专用加速器体系结构在同等功耗下可获得4.6倍的性能提升,在同等面积下可获得3.2倍的性能提升。 展开更多
关键词 粒子输运模拟 专用加速器 程序特征 分支预测 多级Cache
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A Two-Level Purchase Problem for Food Retailing in Japan
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作者 Masatoshi Sakawa Ichiro Nishizaki +1 位作者 Takeshi Matsui Tomohiro Hayashida 《American Journal of Operations Research》 2012年第4期482-494,共13页
In this paper, we deal with a purchase problem for food retailing, and formulate a two-level linear programming problem with a food retailer and a distributer. The food retailer deals with vegetables and fruits which ... In this paper, we deal with a purchase problem for food retailing, and formulate a two-level linear programming problem with a food retailer and a distributer. The food retailer deals with vegetables and fruits which are purchased from the distributer;the distributer buys vegetables and fruits ordered from the food retailer at the central wholesale markets in several cities, and transports them by truck from each of the central wholesaler markets to the food retailer’s storehouse. We solve the two-level linear programming problem in which the profits of the food retailer and the distributer are maximized. 展开更多
关键词 PURCHASE PROBLEM FOOD Retailing STACKELBERG Solution TWO-level Linear programMING PROBLEM
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城市轨道交通网络韧性优化研究 被引量:6
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作者 张开冉 殷苏平 蒋明君 《安全与环境学报》 北大核心 2025年第2期527-535,共9页
修复策略优化是提高突发事件发生后城市轨道交通网络韧性的重要手段。当前的研究多集中在单一层面的韧性评估,对乘客出行行为的考虑也较少关注对网络熟悉度的随机性。为此构建了城市轨道交通网络韧性优化双层模型,以提高网络对不利因素... 修复策略优化是提高突发事件发生后城市轨道交通网络韧性的重要手段。当前的研究多集中在单一层面的韧性评估,对乘客出行行为的考虑也较少关注对网络熟悉度的随机性。为此构建了城市轨道交通网络韧性优化双层模型,以提高网络对不利因素的应对能力。综合考虑多个层面提出了恢复速度和网络性能双韧性指标,以双韧性指标最大化为目标,考虑乘客出行行为决策,构建了基于修复策略的韧性优化双层模型。并以杭州地铁网络作为实际案例进行验证分析。结果表明:模型所求的修复策略优于其他修复策略;在一定范围内恢复速度韧性随着预算修复资金增加而减小,网络性能韧性随之增大而增大,恢复速度韧性随着修复队伍数量增大而增大,网络性能韧性随之增大而减小。 展开更多
关键词 安全系统学 城市轨道交通网络 韧性优化 客流分配 双层规划 修复策略
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