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Two-Phase-SQP Method with Higher-Order Convergence Property
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作者 suvra kanti chakraborty Geetanjali Panda 《Journal of the Operations Research Society of China》 EI CSCD 2016年第3期385-396,共12页
We propose a two-phase-SQP(Sequential Quadratic Programming)algorithm for equality-constrained optimization problem.In this paper,an iteration process is developed,and at each iteration,two quadratic sub-problems are ... We propose a two-phase-SQP(Sequential Quadratic Programming)algorithm for equality-constrained optimization problem.In this paper,an iteration process is developed,and at each iteration,two quadratic sub-problems are solved.It is proved that,under some suitable assumptions and without computing further higher-order derivatives,this iteration process achieves higher-order local convergence property in comparison to Newton-SQP scheme.Theoretical advantage and a note on l1 merit function associated to the method are provided. 展开更多
关键词 Constrained optimization Newton-SQP method Cubic-order convergence
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