共查询到20条相似文献,搜索用时 46 毫秒
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It is well known that the symmetric cone complementarity problem(SCCP) is a broad class of optimization problems which contains many optimization problems as special cases.Based on a general smoothing function,we propose in this paper a non-interior continuation algorithm for solving the monotone SCCP.The proposed algorithm solves at most one system of linear equations at each iteration.By using the theory of Euclidean Jordan algebras,we show that the algorithm is globally linearly and locally quadratically convergent under suitable assumptions. 相似文献
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An extended semi-definite programming, the SDP with an additional quadratic term in the objective function, is studied. Our generalization is similar to the generalization from linear programming to quadratic programming. Optimal conditions for this new class of problems are discussed and a potential reduction algorithm for solving QSDP problems is presented. The convergence properties of this algorithm are also given. 相似文献
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1.引言 牛顿型方法是解变分不等式的一类重要数值迭代算法.其局部收敛性质的研究也取得了很好的成果(见[5]等).近几年来,此类算法的全局收敛性研究也得到了许多进展.如阻尼牛顿法的局部超线性乃至二阶收敛性质的研究(见[4,6,9; 11, 12, 14; 16]等).然而,对于计算上更为实用的拟牛顿法的研究还不多见.文[18]基于祁力群等在[14]中给出的逐次逼近牛顿型法,建立了一种解非线性互补问题的拟牛顿法,并得到了类Broyden算法的全局收敛性.但是,该方法有以下两个缺陷:1.线搜索可能不能实现… 相似文献
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应用求解算子方程的Ulm方法构造了求解一类矩阵特征值反问题(IEP)的新算法.所给算法避免了文献[Aishima K.,A quadratically convergent algorithm based on matrix equations for inverse eigenvalue problems,Linear Algebra and its Applications,2018,542:310-33]中算法在每次迭代中要求解一个线性方程组的不足,证明了在给定谱数据互不相同的条件下所给算法具有根收敛意义下的二次收敛性.数值实验表明本文所给算法在矩阵阶数较大时计算效果优于上文所给算法. 相似文献
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Based on the discretization methods for solving semi-infinite programming problems, this paper presents a new nonmonotonic trust region algorithm for a class of semi-infinite minimax programming problem. Under some mild assumptions, the global convergence of the proposed algorithm is given. Numerical tests are reported that show the efficiency of the proposed method. 相似文献
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随机广义集值隐拟补问题 总被引:1,自引:0,他引:1
引入和研究一类随机广义集值隐拟补问题,构造了一个逼近问题解的随机迭代算法.在一定条件下,我们证明了这类问题解的存在性以及由随机算法所产生的序列的收敛性. 相似文献
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在本文中,我们提出了带不等式约束的非线性规划问题的一类新的罚函数,它的一个子类可以光滑逼近$l_1$罚函数.
基于此类新的罚函数我们给出了一种罚算法,这个算法的特点是每次迭代求出罚函数的全局精确解或非精确解.
在很弱的条件下算法总是可行的.
我们在不需要任何约束规范的情况下,证明了算法的全局收敛性.
最后给出了数值实验. 相似文献
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In this paper, a class of finely discretized Semi-Infinite Programming (SIP) problems is discussed. Combining the idea of the norm-relaxed Method of Feasible Directions (MFD) and the technique of updating discretization index set, we present a new algorithm for solving the Discretized Semi-Infinite (DSI) problems from SIP. At each iteration, the iteration point is feasible for the discretized problem and an improved search direction is computed by solving only one direction finding subproblem, i.e., a quadratic program, and some appropriate constraints are chosen to reduce the computational cost. A high-order correction direction can be obtained by solving another quadratic programming subproblem with only equality constraints. Under weak conditions such as Mangasarian–Fromovitz Constraint Qualification (MFCQ), the proposed algorithm possesses weak global convergence. Moreover, the superlinear convergence is obtained under Linearly Independent Constraint Qualification (LICQ) and other assumptions. In the end, some elementary numerical experiments are reported. 相似文献
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P. Tseng 《Journal of Optimization Theory and Applications》1992,75(2):265-279
We consider a primal-scaling path-following algorithm for solving a certain class of monotone variational inequality problems. Included in this class are the convex separable programs considered by Monteiro and Adler and the monotone linear complementarity problem. This algorithm can start from any interior solution and attain a global linear rate of convergence with a convergence ratio of 1 ?c/√m, wherem denotes the dimension of the problem andc is a certain constant. One can also introduce a line search strategy to accelerate the convergence of this algorithm. 相似文献
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XIUNAIHUA 《高校应用数学学报(英文版)》1995,10(4):439-448
In this paper we prove that a class of trust region methods presented in part Ⅰ is superlinearly convergent. Numerical tests are reported thereafter. Results by solving a set of typical problems selected from literatures have demonstrated that our algorithm is effective. 相似文献
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《Optimization》2012,61(1):101-131
In this article, non-linear minimax problems with general constraints are discussed. By means of solving one quadratic programming an improved direction is yielded and a second-order correction direction can also be at hand via one system of linear equations. So a new algorithm for solving the discussed problems is presented. In connection with a special merit function, the generalized monotone line search is used to yield the step size at each iteration. Under mild conditions, we can ensure global and superlinear convergence. Finally, some numerical experiments are operated to test our algorithm, and the results demonstrate that it is promising. 相似文献
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一类超线性收敛的既约变尺度法 总被引:2,自引:0,他引:2
本文将既约梯度法与Huang族变尺度法相结合,给出标准型线性约束规划问题的一类既约变尺度法.在较温和的假设下,算法具有全局收敛性和超线性收敛速度,最后指出本文算法包含和改进几个己有的有效算法. 相似文献
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(Institute of Applied Mathematics Academia Sinica Beijing ).(Current address: Department of Mathematics Hebei Teacher's College Shijiazhuang ). 《高校应用数学学报(英文版)》1995,(3)
ACLASSOFTRUSTREGIONMETHODSFORLINEARINEQUALITYCONSTRAINEDOPTIMIZATIONANDITSTHEORYANALYSIS:I.ALGORITHMANDGLOBALCONVERGENCEXIUNA... 相似文献
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共轭梯度法是求解无约束优化问题的一种重要的方法.本文提出一族新的共轭梯度法,证明了其在推广的Wolfe非精确线搜索条件下具有全局收敛性.最后对算法进行了数值实验,实验结果验证了该算法的有效性. 相似文献
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延拓辅助原理的技巧研究一类取非紧值的集值映象的广义强非线性混合似变分不等式.证明了这类广义强非线性混合似变分不等式的辅助问题解的存在性.利用该存在性结果,给出了解这类广义强非线性混合似变分不等式的迭代算法,最终证明了这类广义强非线性混合似变分不等式解的存在性及由算法生成的迭代序列的收敛性. 相似文献
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In this paper a class of iterative methods for the minimax problem i; proposed.We present a sequence of the extented linear-quadratic programming (ELQP) problems as subproblems of the original minimal problem and solve the ELQP problem iteratively.The locally linear and su-perlinear convergence results of the algorithm are established. 相似文献