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A New Inclusion Function for Optimization: Kite - The One Dimensional Case

机译:新的优化包含函数:风筝-一维案例

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In this paper the kite inclusion function is presented for branch-and-bound type interval global optimization using at least gradient information. The basic idea comes from the simultaneous usage of the centered forms and the linear boundary value forms. We will show that the new technique is not worse and usually considerably better than these two. The best choice for the center of the kite inclusion will be given. The isotonicity and at least quadratical convergence hold and there is a pruning effect of the kite which is derived from the construction of the inclusion, thus more function evaluations are not needed to use it. A numerical investigation on large standard multiextremal test functions has been done to show the performance.
机译:在本文中,提出了风筝包含函数,用于至少使用梯度信息进行分支定界型区间全局优化。基本思想来自同时使用居中形式和线性边界值形式。我们将证明新技术并不差,通常比这两种要好得多。风筝夹杂物的中心的最佳选择将被给出。等渗性和至少二次收敛性成立,并且风筝的修剪效果来自包含物的构造,因此不需要更多的功能评估即可使用它。对大型标准多重极限测试函数进行了数值研究,以显示其性能。

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