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一个不等式约束问题的SQP方法及其收敛性

A SQP Method for Inequality Constrained Optimization and Its Convergence
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摘要 提出一个关于不等式约束问题的SQP算法,其效益函数为非可微精确罚函数,罚因子具有自动调节性.通过求解一辅助线性方程组,获得二阶修正步,并利用弧式搜索,建立了问题的一个可行下降算法.在一定的假设条件下,证明了算法是全局收敛的,并且具有超线性收敛速度. In this paper, a SQP method, in which the merit Function is nondifferentiable exact penahy function, is presented to solve inequality constraint. The penalty is adjusted automalically. The arc-search and the second-order correction, which is obtained by solving an auxiliary linear equation system, are used Io oblain a feasible descent algorithm. Under some suitable assumplions, it is proved thai the convergence of the algorithm is global as well as superlinear.
作者 解才先 朱宁
出处 《汕头大学学报(自然科学版)》 2010年第1期17-23,共7页 Journal of Shantou University:Natural Science Edition
关键词 SQP方法 弧式搜索 非可微精确罚函数 全局收敛性 超线性收敛性 SQP method are-search nondifferenliable exact penally function global convergence superlinear convergence
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