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Convergence of Newton's Method and Uniqueness of the Solution of Equations in Banach SpacesⅡ 被引量:15
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作者 XingHuaWANG ChongLI 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2003年第2期405-412,共8页
Some results on convergence of Newton's method in Banach spaces are established under the assumption that the derivative of the operators satisfies the radius or center Lipschitz condition with a weak L average.
关键词 Nonlinear operator equation Newton's method Lipschitz condition with L average convergence ball
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HOMOCENTRIC CONVERGENCE BALL OF THE SECANT METHOD
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作者 Liang Kewei 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2007年第3期353-365,共13页
A local convergence theorem and five semi-local convergence theorems of the secant method are listed in this paper. For every convergence theorem, a convergence ball is respectively introduced, where the hypothesis co... A local convergence theorem and five semi-local convergence theorems of the secant method are listed in this paper. For every convergence theorem, a convergence ball is respectively introduced, where the hypothesis conditions of the corresponding theorem can be satisfied. Since all of these convergence balls have the same center x^*, they can be viewed as a homocentric ball. Convergence theorems are sorted by the different sizes of various radii of this homocentric ball, and the sorted sequence represents the degree of weakness on the conditions of convergence theorems. 展开更多
关键词 secant method semi-local convergence theorem local convergence theorem convergence ball homocentric ball.
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Convergence of the Newton method and uniqueness of zeros of vector fields on Riemannian manifolds 被引量:1
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作者 LI Chong WANG Jinhua 《Science China Mathematics》 SCIE 2005年第11期1465-1478,共14页
The estimates of the radii of convergence balls of the Newton method and uniqueness balls of zeroes of vector fields on the Riemannian manifolds are given under the assumption that the covariant derivatives of the vec... The estimates of the radii of convergence balls of the Newton method and uniqueness balls of zeroes of vector fields on the Riemannian manifolds are given under the assumption that the covariant derivatives of the vector fields satisfy some kind of general Lipschitz conditions. Some classical results such as the Kantorovich's type theorem and the Smale's γ-theory are extended. 展开更多
关键词 RIEMANNIAN manifold Newton method convergence ball uniqueness ball
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On relationship between convergence ball of Euler iteration in Banach spaces and its dynamical behavior on Riemann spheres
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作者 王何宇 李冲 王兴华 《Science China Mathematics》 SCIE 2003年第3期376-382,共8页
The relationship between the convergence ball of the Euler iteration in Banach Spaces and itsexclusive fixed points on Riemann spheres is investigated. By using an exclusive fixed point of the Euleriteration, the conv... The relationship between the convergence ball of the Euler iteration in Banach Spaces and itsexclusive fixed points on Riemann spheres is investigated. By using an exclusive fixed point of the Euleriteration, the convergence ball is determined accurately for a class of operators whose derivatives satisfy somegeneralized Lipschitz condition on Banach spaces. 展开更多
关键词 solution ofoperator equation the EULER iteration convergence ball EXCLUSIVE fixedpoint complex ANALYTIC DYNAMICAL system.
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Convergence ball and error analysis of Ostrowski-Traub’s method 被引量:1
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作者 BI Wei-hong WU Qing-biao REN Hong-min 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2010年第3期374-378,共5页
Under the hypotheses that the second-order and third-order derivatives of a function are bounded, an estimate of the radius of the convergence ball of Ostrowski-Traub's method is obtained. An error analysis is given ... Under the hypotheses that the second-order and third-order derivatives of a function are bounded, an estimate of the radius of the convergence ball of Ostrowski-Traub's method is obtained. An error analysis is given which matches the convergence order of the method. Finally, two examples are provided to show applications of our theorem. 展开更多
关键词 Ostrowski-Traub's method nonlinear equation convergence ball estimate of radius error analysis
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CONVERGENCE BALL OF ITERATIONS WITH ONE PARAMETER 被引量:1
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作者 Guo Xueping 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2005年第4期462-468,共7页
Under the weak Lipschitz condition about the solution of the equation, convergence theorems for a family of iterations with one parameter are obtained. An estimation of the radius of the attraction ball is shown. At l... Under the weak Lipschitz condition about the solution of the equation, convergence theorems for a family of iterations with one parameter are obtained. An estimation of the radius of the attraction ball is shown. At last two examples are given. 展开更多
关键词 ITERATION convergence ball parameter.
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The convergence ball and error analysis of the two-step Secant method
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作者 LIN Rong-fei WU Qing-biao +2 位作者 CHEN Min-hong KHAN Yasir LIU Lu 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2017年第4期397-406,共10页
Under the assumption that the nonlinear operator has Lipschitz continuous divided differences for the first order,we obtain an estimate of the radius of the convergence ball for the two-step secant method.Moreover,we ... Under the assumption that the nonlinear operator has Lipschitz continuous divided differences for the first order,we obtain an estimate of the radius of the convergence ball for the two-step secant method.Moreover,we also provide an error estimate that matches the convergence order of the two-step secant method.At last,we give an application of the proposed theorem. 展开更多
关键词 two-step secant method estimate of radius convergence ball Lipschitz continuous
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牛顿法变形式在非线性方程组上的三阶局部与半局部收敛性
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作者 刘忠礼 张洪 《廊坊师范学院学报(自然科学版)》 2011年第1期5-7,9,共4页
非线性方程及非线性方程组的数值求解一直是计算数学所关注的问题,公认的经典算法是Newton法。而用牛顿迭代法的变形公式,讨论其在非线性方程组情形下的三阶局部收敛性和Kantorovich型的半局部收敛性,并给出数值例子,说明此迭代公式的... 非线性方程及非线性方程组的数值求解一直是计算数学所关注的问题,公认的经典算法是Newton法。而用牛顿迭代法的变形公式,讨论其在非线性方程组情形下的三阶局部收敛性和Kantorovich型的半局部收敛性,并给出数值例子,说明此迭代公式的有效性和可行性。 展开更多
关键词 非线性方程组 Traub公式 局部收敛 半局部收敛 收敛球
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Heavy-Ball型动量方法的最优个体收敛速率 被引量:10
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作者 程禹嘉 陶蔚 +1 位作者 刘宇翔 陶卿 《计算机研究与发展》 EI CSCD 北大核心 2019年第8期1686-1694,共9页
动量方法作为一种加速技巧被广泛用于提高一阶梯度优化算法的收敛速率.目前,大多数文献所讨论的动量方法仅限于Nesterov提出的加速方法,而对Polyak提出的Heavy-ball型动量方法的研究却较少.特别,在目标函数非光滑的情形下,Nesterov加速... 动量方法作为一种加速技巧被广泛用于提高一阶梯度优化算法的收敛速率.目前,大多数文献所讨论的动量方法仅限于Nesterov提出的加速方法,而对Polyak提出的Heavy-ball型动量方法的研究却较少.特别,在目标函数非光滑的情形下,Nesterov加速方法具有最优的个体收敛性,并在稀疏优化问题的求解中具有很好的效果.但对于Heavy-ball型动量方法,目前仅仅获得了平均输出形式的最优收敛速率,个体收敛是否具有最优性仍然未知.对于非光滑优化问题,通过巧妙地设置步长,证明了Heavy-ball型动量方法具有最优的个体收敛速率,从而说明了Heavy-ball型动量方法可以将投影次梯度方法的个体收敛速率加速至最优.作为应用,考虑了l1范数约束的hinge损失函数优化问题.通过与同类的优化算法相比,实验验证了该理论分析的正确性以及所提算法在保持稀疏性方面的良好性能. 展开更多
关键词 一阶梯度方法 动量方法 个体收敛速率 Heavy-ball方法 稀疏性
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一阶导数满足L-平均Lipschitz条件下Newton-Steffensen法的三阶收敛性 被引量:1
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作者 庄小军 王金华 《高校应用数学学报(A辑)》 北大核心 2019年第3期339-356,共18页
研究了用Newton-Steffensen法求解非线性算子方程.当非线性算子F的一阶导数满足L-平均Lipschitz条件时,建立了Newton-Steffensen法的三阶收敛判据,同时也给出了收敛球半径的估计.作为应用,当F的一阶导数满足经典的Lipschitz条件时或F满... 研究了用Newton-Steffensen法求解非线性算子方程.当非线性算子F的一阶导数满足L-平均Lipschitz条件时,建立了Newton-Steffensen法的三阶收敛判据,同时也给出了收敛球半径的估计.作为应用,当F的一阶导数满足经典的Lipschitz条件时或F满足γ-条件时,建立了Newton-Steffensen法的三阶收敛判据及给出了收敛球半径的估计.从而推广了[Journal of Nonlinear and Convex Analysis,2018,19:433-460]中的相应结果. 展开更多
关键词 Newton-Steffensen法 优化函数 优化序列 L-平均Lipschitz条件 收敛准则 收敛半径
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