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A Smoothing Approach for Semi-infinite Programming with Projected Newton-type Algorithm(Abstract)

机译:采用投影牛顿型算法半无限规划的平滑方法(摘要)

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摘要

In this paper we apply the projected Newton-type algorithm to solve semi-infinite programming problems. The infinite constraints are replaced by an equivalent nonsmooth function which is then approximated by a smoothing function. The KKT system is formulated as a nonsmooth equation. We then apply the projected Newton-type algorithm to solve this equation and show that the accumulation point satisfies the KKT system. Some numerical results are presented for illustration.
机译:在本文中,我们应用预计的牛顿型算法来解决半无限编程问题。无限约束由等效的非光驱函数替换,然后通过平滑功能近似。 KKT系统被配制为非流动方程。然后,我们应用预计的牛顿型算法来解决这个方程,并表明累积点满足KKT系统。提出了一些数值结果用于说明。

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