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有限素整数域椭圆曲线密码体制基于代数几何快速算法设计 被引量:6
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作者 卢忱 严立军 卞正中 《计算机工程与应用》 CSCD 北大核心 2002年第16期63-65,225,共4页
椭圆曲线公钥密码体制(ECC)具有最高的位安全强度,将是对现有公钥密码体制的替代。文章描述了代数几何与ECC的数学基础,讨论了椭圆曲线离散对数困难性问题及ECC在电子商务中的安全应用。利用仿射坐标与射影坐标的映射关系,设计了一种有... 椭圆曲线公钥密码体制(ECC)具有最高的位安全强度,将是对现有公钥密码体制的替代。文章描述了代数几何与ECC的数学基础,讨论了椭圆曲线离散对数困难性问题及ECC在电子商务中的安全应用。利用仿射坐标与射影坐标的映射关系,设计了一种有限素整数域上ECC快速算法,使得ECC在电子商务中实际安全应用成为可能。 展开更多
关键词 有限素整数域 椭圆曲线密码体制 代数几何 快速算法 设计 信息安全
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高维空间的一个Heilbronn型问题 被引量:7
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作者 洪毅 汪国强 陶志穗 《数学学报(中文版)》 SCIE CSCD 北大核心 1997年第1期144-153,共10页
本文研究了以下Heilbronn型问题:设S是欧氏空间按R^k 中由有限个点A_1,A_2,…,A_n组成的集合,令d(S)=min{A_iA_j|1≤i<j≤n},D(S)=max{A_iA_j|1≤i<j≤n},以及λ_(n,k)=min{D(S)/d(S)|S(?)R^k,|S|=n}.证明了下列结果:λ_(2k+2,2k)... 本文研究了以下Heilbronn型问题:设S是欧氏空间按R^k 中由有限个点A_1,A_2,…,A_n组成的集合,令d(S)=min{A_iA_j|1≤i<j≤n},D(S)=max{A_iA_j|1≤i<j≤n},以及λ_(n,k)=min{D(S)/d(S)|S(?)R^k,|S|=n}.证明了下列结果:λ_(2k+2,2k)=(k+1)/k^(1/2),λ_(2k+1,2k-1)=((2k(k+1)/(2k^2-1))^(1/2))(k∈N),并讨论了λ_(n,k)的渐近性质. 展开更多
关键词 单形 凸包 超平面 Heilbronn问题 高维空间
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Advancements in Time Modeling: Relationalism, Divisional Structures, and Geometry
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作者 Steven D. P. Moore 《Journal of Applied Mathematics and Physics》 2024年第10期3358-3383,共26页
This article broadens terminology and approaches that continue to advance time modelling within a relationalist framework. Time is modeled as a single dimension, flowing continuously through independent privileged poi... This article broadens terminology and approaches that continue to advance time modelling within a relationalist framework. Time is modeled as a single dimension, flowing continuously through independent privileged points. Introduced as absolute point-time, abstract continuous time is a backdrop for concrete relational-based time that is finite and discrete, bound to the limits of a real-world system. We discuss how discrete signals at a point are used to temporally anchor zero-temporal points [t = 0] in linear time. Object-oriented temporal line elements, flanked by temporal point elements, have a proportional geometric identity quantifiable by a standard unit system and can be mapped on a natural number line. Durations, line elements, are divisible into ordered unit ratio elements using ancient timekeeping formulas. The divisional structure provides temporal classes for rotational (Rt24t) and orbital (Rt18) sample periods, as well as a more general temporal class (Rt12) applicable to either sample or frame periods. We introduce notation for additive cyclic counts of sample periods, including divisional units, for calendar-like formatting. For system modeling, unit structures with dihedral symmetry, group order, and numerical order are shown to be applicable to Euclidean modelling. We introduce new functions for bijective and non-bijective mapping, modular arithmetic for cyclic-based time counts, and a novel formula relating to a subgroup of Pythagorean triples, preserving dihedral n-polygon symmetries. This article presents a new approach to model time in a relationalistic framework. 展开更多
关键词 RELATIONALISM Mohist geometry Euclidean geometry Relational-Time discrete-Time CONTINUOUS-TIME Planck Time Zero-Time
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产品几何规范中非理想表面的多尺度表征 被引量:6
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作者 石照耀 姜海洋 张敏 《光学精密工程》 EI CAS CSCD 北大核心 2016年第7期1647-1654,共8页
考虑目前多数计算机辅助公差工具仅能针对具有理想几何表面的CAD模型,无法从物理几何角度真正反映制造误差,本文研究了非理想表面的多尺度表征,提出了一种能够表征产品表面及其截面轮廓宏观及微观多尺度形貌误差的非理想表面模型。首先... 考虑目前多数计算机辅助公差工具仅能针对具有理想几何表面的CAD模型,无法从物理几何角度真正反映制造误差,本文研究了非理想表面的多尺度表征,提出了一种能够表征产品表面及其截面轮廓宏观及微观多尺度形貌误差的非理想表面模型。首先,提出了一种利用离散小波实现形貌误差多尺度仿真的方法;其次,针对实际工件,利用离散小波对其表面及截面轮廓采样数据进行形貌误差多尺度仿真;最后,对形貌误差各尺度成分进行合成,得到具有多尺度形貌误差成分的工件三维表面及其二维截面轮廓的非理想表面模型。仿真及实验结果表明:利用提出方法可以实现具有多尺度形貌误差的非理想表面模型表征;仿真所得粗糙度R_a值与白光干涉仪测量所得值的平均相对误差不超过4%。得到的结果证明了提出方法的正确性和可行性,为更加全面地表征产品的非理想表面模型提供了有效途径。 展开更多
关键词 产品几何技术规范 非理想表面模型 离散几何 小波分析 多尺度表征
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R^3中的一个Heilbronn型问题 被引量:5
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作者 陶志穗 洪毅 《数学学报(中文版)》 SCIE CSCD 北大核心 2000年第5期797-806,共10页
本文给出Heilbronn型问题的结果.设S是R~3中六点组成的集合.直径为D.若d表示S中任意两点距离的最小值,则D≥2d.等号当且仅当S是由正八面体的六个顶点或多面体面△×△1的六个顶点组成时才成立(△1,△... 本文给出Heilbronn型问题的结果.设S是R~3中六点组成的集合.直径为D.若d表示S中任意两点距离的最小值,则D≥2d.等号当且仅当S是由正八面体的六个顶点或多面体面△×△1的六个顶点组成时才成立(△1,△2分别表示一维、二维正则单形,且其棱长相等). 展开更多
关键词 离散几何 单形 微分流形 Heilbronn型问题 欧氏空间
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复杂型材零件工艺模型设计方法 被引量:5
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作者 王俊彪 雷湘衡 +3 位作者 徐龙 刘闯 李仁花 付彬 《计算机集成制造系统》 EI CSCD 北大核心 2014年第4期755-761,共7页
为了实现复杂型材零件的高效和精密制造,提出一种变曲率轮廓、变截面型材零件工艺模型设计方法。以去下陷结构的零件设计模型为初始工艺模型,选择该模型外型面一条轮廓线进行等距离散和等曲率拟合;采用数值模拟获取工艺模型回弹后的轮... 为了实现复杂型材零件的高效和精密制造,提出一种变曲率轮廓、变截面型材零件工艺模型设计方法。以去下陷结构的零件设计模型为初始工艺模型,选择该模型外型面一条轮廓线进行等距离散和等曲率拟合;采用数值模拟获取工艺模型回弹后的轮廓线数据,通过集成接口读取数据,以确定各等曲率段回弹后的半径;将回弹前后圆弧半径差值作为补偿量,基于各段一阶连续方法拟合得到补偿后轮廓线;将初始工艺模型轮廓线各等距离散点法向截面线平移到补偿后所在点位置,采用多截面曲面重构工艺模型参考面;最后按设计模型添加下陷结构形成最终工艺模型。应用上述方法基于CATIA开发了型材零件工艺模型设计工具,实验验证结果分析表明,该方法可以实现复杂型材零件工艺模型的快速、精确设计,显著提高了以此为基础的型材零件"一步法"成形后的外形精度,大大减少了校形工作量。 展开更多
关键词 模型设计 几何离散 回弹预测 回弹补偿 型材零件 工艺模型
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Global Geometrical Constraints on the Shape of Proteins and Their Influence on Allosteric Regulation 被引量:3
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作者 Naoto Morikawa 《Applied Mathematics》 2018年第10期1116-1155,共40页
Proteins are the workhorse molecules of the cell, which are obtained by folding long chains of amino acids. Since not all shapes are obtained as a folded chain of amino acids, there should be global geometrical constr... Proteins are the workhorse molecules of the cell, which are obtained by folding long chains of amino acids. Since not all shapes are obtained as a folded chain of amino acids, there should be global geometrical constraints on the shape. Moreover, since the function of a protein is largely determined by its shape, constraints on the shape should have some influence on its interaction with other proteins. In this paper, we consider global geometrical constraints on the shape of proteins. Using a mathematical toy model, in which proteins are represented as closed chains of tetrahedrons, we have identified not only global geometrical constraints on the shape of proteins, but also their influence on protein interactions. As an example, we show that a garlic-bulb like structure appears as a result of the constraints. Regarding the influence of global geometrical constraints on interactions, we consider their influence on the structural coupling of two distal sites in allosteric regulation. We then show the inseparable relationship between global geometrical constraints and protein interactions;i.e. they are different sides of the same coin. This finding could be important for the understanding of the basic mechanisms of allosteric regulation of protein functions. 展开更多
关键词 Differential geometry Protein Structure discrete MATHEMATICS ALLOSTERIC Regulation SIMULTANEOUS EQUATIONS for SHAPE
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Discrete Plane Segmentation and Estimation from a Point Cloud Using Local Geometric Patterns 被引量:1
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作者 Yukiko Kenmochi Lilian Buzer +1 位作者 Akihiro Sugimoto Ikuko Shimizu 《International Journal of Automation and computing》 EI 2008年第3期246-256,共11页
This paper presents a method for segmenting a 3D point cloud into planar surfaces using recently obtained discretegeometry results. In discrete geometry, a discrete plane is defined as a set of grid points lying betwe... This paper presents a method for segmenting a 3D point cloud into planar surfaces using recently obtained discretegeometry results. In discrete geometry, a discrete plane is defined as a set of grid points lying between two parallel planes with a small distance, called thickness. In contrast to the continuous case, there exist a finite number of local geometric patterns (LGPs) appearing on discrete planes. Moreover, such an LGP does not possess the unique normal vector but a set of normal vectors. By using those LGP properties, we first reject non-linear points from a point cloud, and then classify non-rejected points whose LGPs have common normal vectors into a planar-surface-point set. From each segmented point set, we also estimate the values of parameters of a discrete plane by minimizing its thickness. 展开更多
关键词 discrete plane image segmentation parameter estimation discrete geometry local geometric pattern (LGP)
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Dynamic Characteristics of Irregular Ice Floes Based on Polyhedral Discrete Element Method
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作者 LI Ji WANG Si-qiang +1 位作者 LIU Lu JI Shun-ying 《船舶力学》 EI CSCD 北大核心 2024年第12期1849-1863,共15页
In polar regions, floating ice exhibits distinct characteristics across a range of spatial scales. It is well recognized that the irregular geometry of these ice formations markedly influences their dynamic behavior. ... In polar regions, floating ice exhibits distinct characteristics across a range of spatial scales. It is well recognized that the irregular geometry of these ice formations markedly influences their dynamic behavior. This study introduces a polyhedral Discrete Element Method (DEM) tailored for polar ice, incorporating the Gilbert-Johnson-Keerthi (GJK) and Expanding Polytope Algorithm (EPA) for contact detection. This approach facilitates the simulation of the drift and collision processes of floating ice, effectively capturing its freezing and fragmentation. Subsequently, the stability and reli ability of this model are validated by uniaxial compression on level ice fields, focusing specifically on the influence of compression strength on deformation resistance. Additionally, clusters of ice floes nav igating through narrow channels are simulated. These studies have qualitatively assessed the effects of Floe Size Distribution (FSD), initial concentration, and circularity on their flow dynamics. The higher power-law exponent values in the FSD, increased circularity, and decreased concentration are each as sociated with accelerated flow in ice floe fields. The simulation results distinctly demonstrate the con siderable impact of sea ice geometry on the movement of clusters, offering valuable insights into the complexities of polar ice dynamics. 展开更多
关键词 discrete element method GJK-EPA algorithm sea ice dynamics floe geometry
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A virtual globe-based vector data model:quaternary quadrangle vector tile model 被引量:4
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作者 Mengyun Zhou Jing Chen Jianya Gong 《International Journal of Digital Earth》 SCIE EI CSCD 2016年第3期230-251,共22页
This study proposes a virtual globe-based vector data model named the quaternary quadrangle vector tile model(QQVTM)in order to better manage,visualize,and analyze massive amounts of global multi-scale vector data.The... This study proposes a virtual globe-based vector data model named the quaternary quadrangle vector tile model(QQVTM)in order to better manage,visualize,and analyze massive amounts of global multi-scale vector data.The model integrates the quaternary quadrangle mesh(a discrete global grid system)and global image,terrain,and vector data.A QQVTM-based organization method is presented to organize global multi-scale vector data,including linear and polygonal vector data.In addition,tilebased reconstruction algorithms are designed to search and stitch the vector fragments scattered in tiles to reconstruct and store the entire vector geometries to support vector query and 3D analysis of global datasets.These organized vector data are in turn visualized and queried using a geometry-based approach.Our experimental results demonstrate that the QQVTM can satisfy the requirements for global vector data organization,visualization,and querying.Moreover,the QQVTM performs better than unorganized 2D vectors regarding rendering efficiency and better than the latitude–longitude-based approach regarding data redundancy. 展开更多
关键词 multi-resolution modeling discrete global grid system vector data organization tile-based reconstruction geometry-based rendering
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基于二进制扩域的椭圆曲线密码快速算法
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作者 卢忱 魏美社 卞正中 《计算机工程》 CAS CSCD 北大核心 2003年第19期35-37,共3页
椭圆曲线公钥密码体制(ECC)具有最高的位安全强度,将是对现有公钥密码体制的替代。该文描述了代数几何与ECC的数学基础及椭圆曲线离散对数问题困难性,讨论了ECC在电子商务中的安全应用。利用仿射坐标与射影坐标的映射关系,设计了一种二... 椭圆曲线公钥密码体制(ECC)具有最高的位安全强度,将是对现有公钥密码体制的替代。该文描述了代数几何与ECC的数学基础及椭圆曲线离散对数问题困难性,讨论了ECC在电子商务中的安全应用。利用仿射坐标与射影坐标的映射关系,设计了一种二进制扩域上ECC快速算法,使得ECC在电子商务中实际安全应用成为可能。 展开更多
关键词 PKI 有限域 椭圆曲线 点积 离散对数 代数几何 电子商务
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凸F-多边形内部的F-点数
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作者 郭自欢 魏祥林 《Chinese Quarterly Journal of Mathematics》 2024年第1期46-58,共13页
An F-polygon is a simple polygon whose vertices are F-points, which are points of the set of vertices of a tiling of R~2 by regular triangles and regular hexagons of unit edge. Let f(v) denote the least possible numbe... An F-polygon is a simple polygon whose vertices are F-points, which are points of the set of vertices of a tiling of R~2 by regular triangles and regular hexagons of unit edge. Let f(v) denote the least possible number of F-points in the interior of a convex F-polygon K with v vertices. In this paper we prove that f(10) = 10, f(11) = 12,f(12) = 12. 展开更多
关键词 discrete geometry F-polygon Interior hull Lattice polygon
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基于LiDAR点云数据的地物几何特征提取与制图 被引量:4
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作者 姜红艳 梁立恒 王明常 《测绘与空间地理信息》 2018年第4期47-50,共4页
从机载激光雷达数据自动识别地物对象,可提高数据的解译能力,成为快速、高效地形图测量、数字地籍、三维城市等数据获取的有效途径。本文基于机载Li DAR数据和遥感数据,进行快速数据获取与制图研究,充分利用激光雷达获取数据质量高的优... 从机载激光雷达数据自动识别地物对象,可提高数据的解译能力,成为快速、高效地形图测量、数字地籍、三维城市等数据获取的有效途径。本文基于机载Li DAR数据和遥感数据,进行快速数据获取与制图研究,充分利用激光雷达获取数据质量高的优势,通过高密度、不规则点云分析,构建建筑物、树木、地表、电力线等地物的离散几何模型,从而提高点云数据的分类精度及制图自动化。根据描述地物使用线和面以及纹理、颜色的方面的约束条件,通过构建点云的离散几何模型,对高维数据进行降维,达到高精度构建地物信息。应用法线估计法,计算邻域法线的各项异性的相似度,判断相邻网格是否属于一个平面,结合区域增长法构建规则地物的几何模型;采用自组织神经网络法对点云数据进行处理,利用自由曲面描述地物,以长春师范大学校园为例,实现了Li DAR点云数据的地物几何信息提取与制图。 展开更多
关键词 LIDAR 点云 离散几何 区域分割 地物识别
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On Fuzzy Simplex and Fuzzy Convex Hull
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作者 Dong QIU Wei Quan ZHANG 《Journal of Mathematical Research and Exposition》 CSCD 2011年第5期845-854,共10页
In this paper, we discuss fuzzy simplex and fuzzy convex hull, and give several representation theorems for fuzzy simplex and fuzzy convex hull. In addition, by giving a new characterization theorem of fuzzy convex hu... In this paper, we discuss fuzzy simplex and fuzzy convex hull, and give several representation theorems for fuzzy simplex and fuzzy convex hull. In addition, by giving a new characterization theorem of fuzzy convex hull, we improve some known results about fuzzy convex hull. 展开更多
关键词 discrete geometry fuzzy simplex fuzzy convex hull fuzzy geometry.
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虚拟环境下加工过程描述算法的研究 被引量:1
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作者 梁宏宝 赵玲 杨丽波 《组合机床与自动化加工技术》 2006年第5期28-30,共3页
在虚拟加工环境的制造过程中,以三维实体的数据结构和加工仿真的逐步成型算法为研究重点,根据虚拟加工环境的特点和毛坯成型的要求,分析了毛坯数据结构的特点、离散化方法和毛坯文件的存储格式等,给出了一种虚拟环境下的实体模型数据结... 在虚拟加工环境的制造过程中,以三维实体的数据结构和加工仿真的逐步成型算法为研究重点,根据虚拟加工环境的特点和毛坯成型的要求,分析了毛坯数据结构的特点、离散化方法和毛坯文件的存储格式等,给出了一种虚拟环境下的实体模型数据结构,利用该数据结构制定的算法能使产品模型在加工过程中准确地表示被加工件的成型过程,同时记录相关的加工信息,在虚拟加工环境中得到了成功应用。最后结合实例构建一个完整的虚拟产品模型系统。 展开更多
关键词 Z—Map 离散数据 几何造型 实体建模 数据结构
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离散几何在建筑计算性设计中的应用:一个框架性描述 被引量:1
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作者 王晖 叶子超 +2 位作者 刘梦嫚 丁一 秦阗怡 《建筑师》 CSSCI 2023年第5期12-19,共8页
离散几何是研究各类几何对象,如点、直线、圆、多边形、多面体的组合性质和排布规律的几何学门类,包含镶嵌、关联、离散微分和拓扑组合等多种分支。离散几何在建筑设计尤其是计算性设计方面有重要的应用价值。本文初步梳理离散几何的相... 离散几何是研究各类几何对象,如点、直线、圆、多边形、多面体的组合性质和排布规律的几何学门类,包含镶嵌、关联、离散微分和拓扑组合等多种分支。离散几何在建筑设计尤其是计算性设计方面有重要的应用价值。本文初步梳理离散几何的相关概念,探讨应用范畴和应用潜力,尝试构建一般性的认知和应用体系,以充实当代建筑几何学的理论内涵。 展开更多
关键词 离散几何 计算性设计 应用体系 建筑几何学
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Separating Space and Time for Dimensional Analysis and Euclidean Relational Modeling
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作者 Steven D. P. Moore 《Journal of Applied Mathematics and Physics》 2023年第9期2704-2738,共35页
The theory of relativity links space and time to account for observed events in four-dimensional space. In this article we describe an alternative static state causal discrete time modeling system using an omniscient ... The theory of relativity links space and time to account for observed events in four-dimensional space. In this article we describe an alternative static state causal discrete time modeling system using an omniscient viewpoint of dynamical systems that can express object relations in the moment(s) they are observed. To do this, three key components are required, including the introduction of independent object-relative dimensional metrics, a zero-dimensional frame of reference, and application of Euclidean geometry for modeling. Procedures separate planes of matter, extensions of space (relational distance) and time (duration) using object-oriented dimensional quantities. Quantities are converted into base units using symmetry for space (Dihedral<sub>360</sub>), time (Dihedral<sub>12</sub>), rotation (Dihedral<sub>24</sub>), and scale (Dihedral<sub>10</sub>). Geometric elements construct static state outputs in discrete time models rather than continuous time using calculus, thereby using dimensional and positional natural number numerals that can visually encode complex data instead of using abstraction and irrationals. Static state Euclidean geometric models of object relations are both measured and expressed in the state they are observed in zero-time as defined by a signal. The frame can include multiple observer frames of reference where each origin, point, is the location of a distinct privileged point of reference. Two broad and diverse applications are presented: a one-dimensional spatiotemporal orbital model, and a thought experiment related to a physical theory beyond Planck limits. We suggest that expanding methodologies and continued formalization, novel tools for physics can be considered along with applications for computational discrete geometric modeling. 展开更多
关键词 SPACETIME RELATIONALISM QUANTUM CLASSICAL SIGNAL discrete geometry
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Discrete Differential Geometry of <i>n</i>-Simplices and Protein Structure Analysis 被引量:1
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作者 Naoto Morikawa 《Applied Mathematics》 2014年第16期2458-2463,共6页
This paper proposes a novel discrete differential geometry of n-simplices. It was originally developed for protein structure analysis. Unlike previous works, we consider connection between space-filling n-simplices. U... This paper proposes a novel discrete differential geometry of n-simplices. It was originally developed for protein structure analysis. Unlike previous works, we consider connection between space-filling n-simplices. Using cones of an integer lattice, we introduce tangent bundle-like structure on a collection of n-simplices naturally. We have applied the mathematical framework to analysis of protein structures. In this paper, we propose a simple encoding method which translates the conformation of a protein backbone into a 16-valued sequence. 展开更多
关键词 Differential geometry n-Simplex discrete MATHEMATICS Protein Structure TETRAHEDRON
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内含k个H-点且边界H-点数为3k+5的H-三角形
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作者 朱伟丽 魏祥林 《河北科技大学学报》 CAS 北大核心 2023年第2期144-151,共8页
为了研究内含k个H-点的H-多边形的边界特性和几何结构,针对正六边形阿基米德铺砌,研究铺砌上的H-三角形内部H-点和边界H-点的关系。首先,通过分析H-三角形的三元组(α,β,γ),确定所有可能满足要求的三元组;其次,利用位级线理论和铺砌... 为了研究内含k个H-点的H-多边形的边界特性和几何结构,针对正六边形阿基米德铺砌,研究铺砌上的H-三角形内部H-点和边界H-点的关系。首先,通过分析H-三角形的三元组(α,β,γ),确定所有可能满足要求的三元组;其次,利用位级线理论和铺砌点分布特性,排除不能实现的三元组;最后,证明内含k个H-点且边界H-点数为3k+5的H-三角形存在,且只有2种构图,并给出这2种构图的具体构造。结果表明,在能够确定三角形所有可能的三元组条件下,H-三角形满足给定边界点数的图形结构是确定的。研究结果丰富了阿基米德铺砌的相关理论,也为阿基米德铺砌相关问题的研究提供了重要的理论依据。 展开更多
关键词 离散数学 离散几何 阿基米德铺砌 正六边形铺砌 H-三角形 H-点
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On the Defining Equations of Protein’s Shape from a Category Theoretical Point of View
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作者 Naoto Morikawa 《Applied Mathematics》 2020年第9期890-916,共27页
This paper proposes a novel category theoretic approach to describe protein’s shape, <i>i.e.</i>, a description of their shape by a set of algebraic equations. The focus of the approach is on the relation... This paper proposes a novel category theoretic approach to describe protein’s shape, <i>i.e.</i>, a description of their shape by a set of algebraic equations. The focus of the approach is on the relations between proteins, rather than on the proteins themselves. Knowledge of category theory is not required as mathematical notions are defined concretely. In this paper, proteins are represented as closed trajectories (<i>i.e.</i>, loops) of flows of triangles. The relations between proteins are defined using the fusion and fission of loops of triangles, where allostery occurs naturally. The shape of a protein is then described with quantities that are measurable with unity elements called “unit loops”. That is, protein’s shape is described with the loops that are obtained by the fusion of unit loops. Measurable loops are called “integral”. In the approach, the unit loops play a role similar to the role “1” plays in the set Z of integers. In particular, the author considers two categories of loops, the “integral” loops and the “rational” loops. Rational loops are then defined using algebraic equations with “integral loop” coefficients. Because of the approach, our theory has some similarities to quantum mechanics, where only observable quantities are admitted in physical theory. The author believes that this paper not only provides a new perspective on protein engineering, but also promotes further collaboration between biology and other disciplines. 展开更多
关键词 Differential geometry discrete Mathematics Protein Design Triangular Flow Algebra of Loops
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