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Measurement of rural multifunctional transformation of metropolitan area and implications for high-quality development:a case study of Chengdu-Chongqing Economic Circle,China
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作者 QU Lulu LIANG Yulei +2 位作者 LI Yurui HUANG Yunxin HU An 《Journal of Mountain Science》 2025年第9期3465-3479,共15页
The suburbs surrounding metropolitan areas are the priority area for urban-rural integration development where functional optimization is essential to reconcile growing urban demands with sustainable rural development... The suburbs surrounding metropolitan areas are the priority area for urban-rural integration development where functional optimization is essential to reconcile growing urban demands with sustainable rural development.Rural functions are changing substantially and vary significantly across areas in the practice of high-quality urban-rural integration development era.How to make use of the advantages of different rural functions and achieve optimized combination of functions are actual problems that urgently need to be solved.The paper analyzed the process of urban-rural integration through the identification of urban-rural integration interfaces and evaluated the multifunctional transformation of rural areas in the Chengdu-Chongqing Economic Circle(CCEC)with a fixed weight evaluation model.The differences in rural functions analyzed with the Theil index reveals the characteristics and sources of differences in the“production-living-ecology-culture”functional areas in the CCEC.The research results show that:(1)The spatial distribution characteristics of rural functions in the CCEC are obvious,and agricultural production clusters dominate the Chengdu Plain and eastern Chongqing,contrasting with ecological conservation zones along the Yangtze River system,while cultural heritage hubs concentrate in economically vibrant tourism corridors.(2)The overall regional differences in rural functions are mainly due to intra-regional differences;in terms of the contribution rate,the contribution rate of intra-regional differences in agricultural production,ecological conservation,and cultural heritage functions is much larger than that of inter-regional differences,whereas the inter-regional differences in human living functions are larger than those of intra-regional differences.(3)Based on the research results,the study area is divided into 14 functional types,which can provide scientific basis for improving the spatial layout and high-quality development of rural functions in the CCEC.These insights advance theoretical understanding of mountainous-urban transitional areas while informing practical strategies for high-quality integrated development. 展开更多
关键词 Rural multifunctional transformation Urban-rural integration interfaces Regional differences High-quality development Chengdu-Chongqing Economic circle
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Circle structure and orderly hydrocarbon accumulation of whole petroleum system in a continental rifted basin:A case study of Kong-2 Member in Cangdong Sag,Bohai Bay Basin,China
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作者 ZHAO Xianzheng PU Xiugang +8 位作者 LUO Qun XIA Guochao GUI Shiqi DONG Xiongying SHI Zhannan HAN Wenzhong ZHANG Wei WANG Shichen WEN Fan 《Petroleum Exploration and Development》 2025年第3期587-599,共13页
Guided by the fundamental principles of the whole petroleum system,the control of tectonism,sedimentation,and diagenesis on hydrocarbon accumulation in a rifted basin is studied using the data of petroleum geology and... Guided by the fundamental principles of the whole petroleum system,the control of tectonism,sedimentation,and diagenesis on hydrocarbon accumulation in a rifted basin is studied using the data of petroleum geology and exploration of the second member of the Paleogene Kongdian Formation(Kong-2 Member)in the Cangdong Sag,Bohai Bay Basin,China.It is clarified that the circle structure and circle effects are the marked features of a continental fault petroliferous basin,and they govern the orderly distribution of conventional and unconventional hydrocarbons in the whole petroleum systems of the rifted basin.Tectonic circle zones control sedimentary circle zones,while sedimentary circle zones and diagenetic circle zones control the spatial distribution of favorable reservoirs,thereby determining the orderly distribution of hydrocarbon accumulations in various circles.A model for the integrated,systematic accumulation of conventional and unconventional hydrocarbons under a multi-circle structure of the whole petroleum system of continental rifted basin has been developed.It reveals that each sag of the rifted basin is an independent whole petroleum system and circle system,which encompasses multiple orderly circles of conventional and unconventional hydrocarbons controlled by the same source kitchen.From the outer circle to the middle circle and then to the inner circle,there is an orderly transition from structural and stratigraphic reservoirs,to lithological and structural-lithological reservoirs,and finally to tight oil/gas and shale oil/gas enrichment zones.The significant feature of the whole petroleum system is the orderly control of hydrocarbons by multi-circle stratigraphic coupling,with the integrated,orderly distribution of conventional and unconventional reserves being the inevitable result of the multi-layered interaction within the whole petroleum system.This concept of multi-circle stratigraphic coupling for the orderly,integrated accumulation of conventional and unconventional hydrocarbons has guided significant breakthroughs in the overall,three-dimensional exploration and shale oil exploration in the Cangdong Sag. 展开更多
关键词 circle structure whole petroleum system continental rifted basin Huanghua Depression Bohai Bay Basin Cangdong Sag Paleogene Kong-2 Member orderly hydrocarbon accumulation
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Evaluation of the Influence of the Chengdu-Chongqing Economic Circle as an Economic Center and Enhancement Strategies: An Empirical Analysis Based on SDID and Entropy- Weighted TOPSIS
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作者 Zhou Dong 《Contemporary Social Sciences》 2025年第5期65-84,共20页
This paper focuses on Chengdu and Chongqing’s positioning as important economic center in western China and their evolving into an economic center of national influence.On the one hand,it uses the synthetic differenc... This paper focuses on Chengdu and Chongqing’s positioning as important economic center in western China and their evolving into an economic center of national influence.On the one hand,it uses the synthetic difference-in-differences(SDID)method to analyze the impact of policies since 2011 designed to build Chengdu and Chongqing into an important economic center in western China.On the other hand,it employs the entropy-weighted TOPSIS method to comprehensively evaluate the influences of ten core Chinese cities as economic centers within four major urban agglomerations,as well as conduct an analytical assessment of the Chengdu-Chongqing economic circle from key perspectives such as its capacity to lead,capacity to agglomerate,and capacity to radiate.From a longitudinal historical perspective,both Chengdu and Chongqing have benefited significantly from policies designed to build an important economic center in western China,and which laid a foundation for building an economic center of national influence.From a horizontal regional comparison,among the ten core cities evaluated as economic centers within the four major urban agglomerations,Chengdu and Chongqing ranked in the middle,possessing a moderate but not yet outstanding influence.Consequently,to evolve into an economic center of national influence,the Chengdu-Chongqing economic circle should leverage its relative advantages in connectivity,market size,value chain division of labor,policy attractiveness,and industry development.It can enhance its influence by strengthening the complementarity of its economic resources,overcoming the administrative inertia,accelerating the establishment of a regional innovation system,broadening the scope of its economic radiation,and promoting its comprehensive and all-dimensional opening-up. 展开更多
关键词 Chengdu-Chongqing economic circle influence of economic center urban agglomeration entropy-weighted TOPSIS Method synthetic difference-in-differences(SDID)
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Circle混沌映射协同随机游走的混合白鲨优化算法
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作者 郭彬 《现代信息科技》 2025年第18期65-69,共5页
白鲨优化算法的初始化种群质量较差,并且容易陷入局部最优。通过引入Circle混沌映射来提高白鲨优化算法在初始化阶段的种群多样性,并且以一定的概率触发随机游走策略,从而帮助算法更好地跳出局部最优。基于CEC2022基准测试函数集开展实... 白鲨优化算法的初始化种群质量较差,并且容易陷入局部最优。通过引入Circle混沌映射来提高白鲨优化算法在初始化阶段的种群多样性,并且以一定的概率触发随机游走策略,从而帮助算法更好地跳出局部最优。基于CEC2022基准测试函数集开展实验验证,通过与多种智能优化算法的对比分析发现,改进后的白鲨优化算法的性能指标较为突出。实验结果表明,该算法具有更高的求解精度和更快的收敛速度,同时在稳定性方面也优于其他对比算法。以上结果验证了改进策略的有效性。 展开更多
关键词 白鲨优化算法 CEC2022基准测试函数 circle混沌映射 随机游走策略
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Novel two⁃stage preflow algorithm for solving the maximum flow problem in a network with circles
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作者 DANG Yaoguo HUANG Jinxin +1 位作者 DING Xiaoyu WANG Junjie 《Journal of Southeast University(English Edition)》 2025年第1期91-100,共10页
The presence of circles in the network maximum flow problem increases the complexity of the preflow algorithm.This study proposes a novel two-stage preflow algorithm to address this issue.First,this study proves that ... The presence of circles in the network maximum flow problem increases the complexity of the preflow algorithm.This study proposes a novel two-stage preflow algorithm to address this issue.First,this study proves that at least one zero-flow arc must be present when the flow of the network reaches its maximum value.This result indicates that the maximum flow of the network will remain constant if a zero-flow arc within a circle is removed;therefore,the maximum flow of each network without circles can be calculated.The first stage involves identifying the zero-flow arc in the circle when the network flow reaches its maximum.The second stage aims to remove the zero-flow arc identified and modified in the first stage,thereby producing a new network without circles.The maximum flow of the original looped network can be obtained by solving the maximum flow of the newly generated acyclic network.Finally,an example is provided to demonstrate the validity and feasibility of this algorithm.This algorithm not only improves computational efficiency but also provides new perspectives and tools for solving similar network optimization problems. 展开更多
关键词 network with circles maximum flow zeroflow arc two-stage preflow algorithm
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基于CIRCLE特征变换的点群选取改进算法 被引量:9
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作者 钱海忠 武芳 +2 位作者 谢鹏 邓红艳 张钊 《测绘科学》 CSCD 北大核心 2006年第5期69-70,59,共3页
本文在介绍了已有的“基于Circle特征变换的点群选取算法”(测绘科学2005年第3期)基础上,提出了一种改进算法。详细分析了已有算法在线化简过程中对聚类的过度依赖性和线化简过程中的逻辑不一致性等两个主要不足,对特征空间中的线化简... 本文在介绍了已有的“基于Circle特征变换的点群选取算法”(测绘科学2005年第3期)基础上,提出了一种改进算法。详细分析了已有算法在线化简过程中对聚类的过度依赖性和线化简过程中的逻辑不一致性等两个主要不足,对特征空间中的线化简等关键步骤进行了改进。最后就改进算法的结果与原先算法的结果进行了对比分析与评价。 展开更多
关键词 地图自动综合 选取 点群目标 circle
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基于CIRCLE特征变换的点群选取算法 被引量:16
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作者 钱海忠 武芳 邓红艳 《测绘科学》 CAS CSCD 北大核心 2005年第3期83-85,共3页
本文在分析了当前地图自动综合算法的基础上,提出了一种基于Circle特征变换的点群选取新算法。文中介绍了该算法中空域中心点的确定、目标特征空间的计算、坐标空间到特征空间的转换、特征空间的聚类以及特征空间的化简等关键步骤。最... 本文在分析了当前地图自动综合算法的基础上,提出了一种基于Circle特征变换的点群选取新算法。文中介绍了该算法中空域中心点的确定、目标特征空间的计算、坐标空间到特征空间的转换、特征空间的聚类以及特征空间的化简等关键步骤。最后就算法的结果进行了分析与评价。 展开更多
关键词 地图 自动综合算法 点群选取算法 circle特征 目标特征空间
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Urbanization Level Analysis of Chongqing 1 Hour Economic Circle Based on AHP and GIS 被引量:2
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作者 余海清 陈阿林 +1 位作者 董国仓 孙小涛 《Journal of Landscape Research》 2010年第1期89-94,共6页
With Chongqing 1 Hour Economic Center as an example, AHP was adopted to comprehensively analyze factors influencing the economic development of all districts and counties of Chongqing City, economic development scores... With Chongqing 1 Hour Economic Center as an example, AHP was adopted to comprehensively analyze factors influencing the economic development of all districts and counties of Chongqing City, economic development scores were calculated and urbanization level of each district and county was comparatively analyzed. The results showed that the economic development level and the urbanization level of almost all districts and counties were not coordinated, then the reasons were briefly elaborated and corresponding countermeasures and suggestions were proposed. 展开更多
关键词 1 HOUR ECONOMIC circle ARCGIS URBANIZATION AHP ECONOMIC development
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基于RFID与XBEE的CIRCLE智慧图书馆的设计与开发 被引量:7
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作者 胡泰然 曹鹏彬 陈绪兵 《微型机与应用》 2017年第14期98-101,共4页
为了解决传统图书馆智能程度低、管理模式落后、借书效率低下等问题,基于RFID和XBEE,将物联网创新技术应用到图书馆系统中,提出了CIRCLE智慧图书馆的一整套解决方案。该方案包括智能门禁、环境监测、智能监控、智能安防、智能借阅以及... 为了解决传统图书馆智能程度低、管理模式落后、借书效率低下等问题,基于RFID和XBEE,将物联网创新技术应用到图书馆系统中,提出了CIRCLE智慧图书馆的一整套解决方案。该方案包括智能门禁、环境监测、智能监控、智能安防、智能借阅以及座位管理系统,同时以云端数据为中心,通过B/S与C/S多方面交互集成,实现了设备智能调控、信息多平台管理、数据实时监测和座位智能管理等功能。 展开更多
关键词 circle智慧图书馆 RFID XBEE 物联网
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Circle Map思维地图在美国教学中的应用研究 被引量:3
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作者 刘杨 李高峰 任媛媛 《现代中小学教育》 2017年第1期93-94,F0003,共3页
Circle Map思维地图有利于拓展学生的思维、加深学生对知识的理解、有助于学生对知识的灵活运用。Circle Map是以图形的形式将烦琐、复杂的一些概念、事物等知识优化组合到一个主题上,有利于学生理清思维并集中该主题的相关知识,加深对... Circle Map思维地图有利于拓展学生的思维、加深学生对知识的理解、有助于学生对知识的灵活运用。Circle Map是以图形的形式将烦琐、复杂的一些概念、事物等知识优化组合到一个主题上,有利于学生理清思维并集中该主题的相关知识,加深对陈述性知识的理解。国内中小学实际教学过程中引入Circle Map思维地图教学模式教学过程中组织学生不断的联想,孩子们的思维层层展开、不断拓展,不断了解自我、思索周围的世界。Circle Map思维地图有利于促进学生的发散思维,增强学生的创新精神、实践能力,使每个孩子都能成为有用之才。 展开更多
关键词 circle MAP 思维地图 教学模式
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Dynamic Stress Intensity Factor and Scattering of SH Wave by Circle Canyon and Crack
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作者 任云燕 韩峰 史守峡 《Journal of Beijing Institute of Technology》 EI CAS 2000年第3期255-261,共7页
The dynamic stress intensity factor (DSIF) and the scattering of SH wave by circle canyon and crack are studied with Green's function. In order to solve the problem, a suitable Green's function is constructed... The dynamic stress intensity factor (DSIF) and the scattering of SH wave by circle canyon and crack are studied with Green's function. In order to solve the problem, a suitable Green's function is constructed first, which is the solution of displacement fields for elastic half space with circle canyon under output plane harmonic line loading at horizontal surface. Then the integral equation for determining the unknown forces in the problem can be changed into the algebraic one and solved numerically so that crack DSIF can be determined. Last when the medium parameters are altered, the influence on the crack DSIF is discussed partially with the displacement between circle canyon and crack. 展开更多
关键词 circle canyon and crack scattering of SH wave integral equation dynamic stress intensity factor (DSIF)
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基于Topic Circle的大学英语口语教学实践
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作者 何湘君 《高教学刊》 2016年第17期162-163,共2页
Topic Circle是一种口语合作学习形式,它可以帮助学生在短时间的口语交际中,提高口语表达的流利性,获取大量未知信息,从而丰富口语表达的信息量。Topic Circle能深化学生口语表达的内容,从而充分调动学生口语表达的积极性,而且它的覆盖... Topic Circle是一种口语合作学习形式,它可以帮助学生在短时间的口语交际中,提高口语表达的流利性,获取大量未知信息,从而丰富口语表达的信息量。Topic Circle能深化学生口语表达的内容,从而充分调动学生口语表达的积极性,而且它的覆盖面广,是一种有效的大班口语教学形式。 展开更多
关键词 合作学习 小组 口语教学 TOPIC circle
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Relation Between Deformation Precursors of Fault-Network in the Capital Circle and the Datong Earthquake (M_s6.1)
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作者 Zhang Rongfu,Han Jian and Zhou ShuoyuInstitute of Seismology,SSB,Wuhan,Hubei 430071,China 《Earthquake Research in China》 1994年第1期72-81,共10页
In this paper,the method of Information Synthesis of Seismogenic System(ISSS)has been used to describe and evaluate the evolution process of self-organization of seismcgenic system in the Capital circle.Through the sy... In this paper,the method of Information Synthesis of Seismogenic System(ISSS)has been used to describe and evaluate the evolution process of self-organization of seismcgenic system in the Capital circle.Through the synthesis of precursory information,the criterion and possible index which characterize the transition of the seismogenic system from steady-state to unsteady-state and then towards the attractor cif a new steady-state have been investigated.The result shows that the synthesis of comprehensive precursor)deformation anomalies of the seismogenic large system(fault-network in the Capital circle),the information synthesis of precursory anomalies of sub-system(a few main fault zones in the Capital circle),and the unweighted or weighted synthesis of anomalous frequencies recognized by the dynamic grey-box method can all raise remarkably the reliability and distinctness of precursory information associated with the Datong Ms 6.1 earthquake.It has provided a criterion and index for evaluation and 展开更多
关键词 circle ANOMALOUS circle yearly CRITERION UNSTEADY characterize remarkably ANOMALY MAGNITUDE
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基于Hough Circle变换检测直线加速器等中心位置偏差的研究分析 被引量:1
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作者 吴思宇 康德华 +3 位作者 伍海彪 陈利 马彦凝 黄晓延 《中国医学装备》 2019年第7期41-44,共4页
目的:基于Hough Circle变换搜索金球中心坐标,计算加速器等中心位置偏差,检测放射治疗系统的等中心精度。方法:采用电子射野影像装置(EPID)拍摄置于加速器等中心位置的金球,利用立体定向放射治疗准直器(SRT Cone)和验证专用金球,将金球... 目的:基于Hough Circle变换搜索金球中心坐标,计算加速器等中心位置偏差,检测放射治疗系统的等中心精度。方法:采用电子射野影像装置(EPID)拍摄置于加速器等中心位置的金球,利用立体定向放射治疗准直器(SRT Cone)和验证专用金球,将金球用托架固定于治疗床头适当位置,并处于加速器等中心位置,由EPID拍摄;采用特定的机架角度和治疗床的角度组合,出束2 MU获取射野图像。在Matlab软件中处理获取的医学数字成像及通信(DICOM)图像,通过检测金球中心点与SRT Cone中心点的位置偏差,绘图拟合函数分析,得到加速器等中心位置的实际偏差。结果:加速器等中心误差<±0.5 mm,可满足临床使用条件。加速器等中心在机架转动一周的过程中偏差存在对称关系,且在1 mm左右波动,空间位置的偏差近似球型。结论:应用数字图像方法检测等中心位置偏差精度较高,能够从图像上获取丰富的位置信息,对于临床质量控制具有一定指导意义。 展开更多
关键词 质量保证 等中心精度 HOUGH circle变换
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About Circle’s Measurements——关于圆的度量
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作者 覃琛琛 《数学教学通讯(初等教育)》 2009年第3期10-11,共2页
石子入水后浑然天成的圆形波纹,天体运行时近似圆形的轨迹,清晨冉冉升起的朝阳,遥远天际悬挂的那轮明月……圆,在生活中无处不在。
关键词 ABOUT circle 圆的度量 s MEASUREMENTS 天体运行 circle disti
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A Valid Method for the Forecasting Economic Life Circle of Equipment
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作者 Li Nan Nanjing University of Aeronautics & Astronautics Nanjing, 210016, P.R. China 《International Journal of Plant Engineering and Management》 1997年第4期2-6,共5页
In this paper, the degrading regularities for quipment reliability and performance are discussed. Based on the isodegrading model, the characteristics of the cost and benefit in the equipment life circle are studied. ... In this paper, the degrading regularities for quipment reliability and performance are discussed. Based on the isodegrading model, the characteristics of the cost and benefit in the equipment life circle are studied. Using the principle of getting maximum Net Annual Value(NAV), a valid method for forecasting economic life circle is proposed. 展开更多
关键词 EQUIPMENT economic life circle net annual value overhaul circle
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基于Circle映射和自适应t分布变异改进的鹈鹕优化算法 被引量:4
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作者 高猛 曾宪文 《计算机与现代化》 2024年第9期69-73,共5页
针对传统鹈鹕优化算法(POA)存在收敛速度慢、易陷入局部最优解等缺陷,提出一种基于Circle映射初始化和自适应t分布变异的改进的鹈鹕优化算法(IPOA)。首先,在种群初始化阶段,采用Circle映射生成具有高度多样性的初始解,并结合反向学习策... 针对传统鹈鹕优化算法(POA)存在收敛速度慢、易陷入局部最优解等缺陷,提出一种基于Circle映射初始化和自适应t分布变异的改进的鹈鹕优化算法(IPOA)。首先,在种群初始化阶段,采用Circle映射生成具有高度多样性的初始解,并结合反向学习策略,提高种群多样性,增强种群的探索能力。其次,在迭代过程中,采用自适应t分布变异操作对个体进行扰动,有助于鹈鹕优化算法跳出局部最优解并提高收敛速度。另外,在鹈鹕优化算法的探索阶段引入自适应因子和改进惯性权重,更好地平衡算法全局探索能力和局部开发能力。最后,在多个测试函数上将IPOA与其他4种经典算法进行比较。实验结果表明,IPOA在收敛速度、全局搜索能力和收敛鲁棒性方面均有显著提升。 展开更多
关键词 鹈鹕优化算法 circle映射 自适应因子 自适应t分布变异
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嵌入Circle映射和逐维小孔成像反向学习的鲸鱼优化算法 被引量:75
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作者 张达敏 徐航 +2 位作者 王依柔 宋婷婷 王栎桥 《控制与决策》 EI CSCD 北大核心 2021年第5期1173-1180,共8页
针对鲸鱼优化算法(WOA)容易陷入局部最优解、收敛速度慢等缺陷,提出一种改进鲸鱼优化算法.首先,利用Circle混沌序列取代原始算法中随机产生的初始种群,提高初始个体的多样性;其次,提出一种逐维小孔成像反向学习策略,增加寻优位置的多样... 针对鲸鱼优化算法(WOA)容易陷入局部最优解、收敛速度慢等缺陷,提出一种改进鲸鱼优化算法.首先,利用Circle混沌序列取代原始算法中随机产生的初始种群,提高初始个体的多样性;其次,提出一种逐维小孔成像反向学习策略,增加寻优位置的多样性,提高算法摆脱局部最优的能力;最后,提出融合贝塔分布和逆不完全Γ函数的自适应权重,在保留鲸鱼优化算法优点的前提下,协调算法的搜索能力.通过对10个基准函数进行仿真实验,同时使用Wilcoxon检验、MAE等方法来评价改进后鲸鱼优化算法的性能,实验结果表明,改进算法在求解效率和稳定性等方面都有较大提升,同时,算法的寻优精度和收敛速度也比原始算法更优秀. 展开更多
关键词 鲸鱼优化算法 circle混沌映射 逐维小孔成像反向学习 贝塔分布 自适应权重
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An innovative integrated oxidation ditch with vertical circle(IODVC) for wastewater treatment 被引量:20
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作者 XIAShi-bin LIUJun-xin 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2004年第3期367-370,共4页
The oxidation ditch process is economic and efficient for wastewater treatment, but its application is limited in case where land is costly due to its large land area required. An innovative integrated oxidation ditch... The oxidation ditch process is economic and efficient for wastewater treatment, but its application is limited in case where land is costly due to its large land area required. An innovative integrated oxidation ditch with vertical circle(IODVC) system was developed to treat domestic and industrial wastewater aiming to save land area. The new system consists of a single channel divided into two ditches(the top one and the bottom one by a plate), a brush, and an innovative integral clarifier. Different from the horizontal circle of the conventional oxidation ditch, the flow of IODVC system recycles from the top zone to the bottom zone in the vertical circle as the brush is running, and then the IODVC saved land area required by about 50% compared with a conventional oxidation ditch with an intrachannel clarifier. The innovative integral clarifier is effective for separation of liquid and solids, and is preferably positioned at the opposite end of the brush in the ditch. It does not affect the hydrodynamic characteristics of the mixed liquor in the ditch, and the sludge can automatically return to the down ditch without any pump. In this study, experiments of domestic and dye wastewater treatment were carried out in bench scale and in full scale, respectively. Results clearly showed that the IODVC efficiently removed pollutants in the wastewaters, i.e., the average of COD removals for domestic and dye wastewater treatment were 95% and 90%, respectively, and that the IODVC process may provide a cost effective way for full scale dye wastewater treatment. 展开更多
关键词 integrated oxidation ditch vertical circle domestic wastewater dye wastewater treatment
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引入Circle映射和正弦余弦因子的改进粒子群算法 被引量:18
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作者 徐福强 邹德旋 +2 位作者 李灿 罗鸿赟 章猛 《计算机工程与应用》 CSCD 北大核心 2023年第17期80-90,共11页
针对粒子群算法在搜索寻优过程中存在收敛速度慢、精度低和易陷入局部最优等问题,提出了引入Circle映射和正弦余弦因子的改进粒子群算法。采用引入Circle映射的种群初始化操作,能获得更加均匀和多样的初始种群,有利于提高算法的收敛速... 针对粒子群算法在搜索寻优过程中存在收敛速度慢、精度低和易陷入局部最优等问题,提出了引入Circle映射和正弦余弦因子的改进粒子群算法。采用引入Circle映射的种群初始化操作,能获得更加均匀和多样的初始种群,有利于提高算法的收敛速度和精度。采用非线性递减的惯性权重并引入正弦余弦算法中的正弦余弦因子的策略,更好地平衡了算法全局探索能力和局部开发能力。受鲸鱼优化算法启发,提出并采用带有淘汰制的随机搜索策略,增强了算法跳出局部最优和全局探索的能力。在16个基准测试函数上对该算法进行了仿真实验,并与4种粒子群相关算法及其他4种群智能优化算法进行了比较和分析,验证了所提出的改进算法具有更强的收敛性能和稳定性。 展开更多
关键词 粒子群优化算法 circle映射 正弦余弦因子 随机搜索策略 正弦余弦算法 鲸鱼优化算法
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