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Six set scalarizations based on the oriented distance: continuity, convexity and application to convex set optimization
Mathematical Methods of Operations Research ( IF 0.9 ) Pub Date : 2021-01-22 , DOI: 10.1007/s00186-020-00736-4 L. Huerga , B. Jiménez , V. Novo , A. Vílchez
中文翻译:
基于定向距离的六组标量:连续性,凸性及其在凸集优化中的应用
更新日期:2021-01-22
Mathematical Methods of Operations Research ( IF 0.9 ) Pub Date : 2021-01-22 , DOI: 10.1007/s00186-020-00736-4 L. Huerga , B. Jiménez , V. Novo , A. Vílchez
In the setting of normed spaces ordered by a convex cone not necessarily solid, we use six set scalarization functions, which are extensions of the oriented distance of Hiriart-Urruty, and we discuss convexity and continuity properties of their composition with two set-valued maps. Furthermore, as an application, we derive a multiplier rule for weak minimal solutions of a convex set optimization problem, with respect to the lower set less preorder of Kuroiwa. Some illustrative examples are also given.
中文翻译:
基于定向距离的六组标量:连续性,凸性及其在凸集优化中的应用
在由凸锥(不一定是实心)排序的赋范空间的设置中,我们使用六个集合标量函数,它们是Hiriart-Urruty的定向距离的扩展,并且我们使用两个集合值映射图讨论了其组成的凸性和连续性。此外,作为一种应用,相对于Kuroiwa的较低集较少的序数,我们针对凸集优化问题的弱最小解导出了一个乘数规则。还给出了一些说明性的例子。