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The KKT optimality conditions in a class of generalized convex optimization problems with an interval-valued objective function

机译:一类具有区间值目标函数的广义凸优化问题的KKT最优条件

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摘要

In this paper, we study the Karush-Kuhn-Tucker optimality conditions in a class of nonconvex optimization problemswith an interval-valued objective function. Firstly, the concepts of preinvexity and invexity are extended to interval-valued functions. Secondly, several properties of interval-valued preinvex and invex functions are investigated. Thirdly, the KKT optimality conditions are derived for LU-preinvex and invex optimization problems with an interval-valued objective function under the conditions of weakly continuous differentiablity and Hukuhara differentiablity. Finally, the relationships between a class of variational-like inequalities and the interval-valued optimization problems are established.
机译:本文研究了一类具有区间值目标函数的非凸优化问题的Karush-Kuhn-Tucker最优性条件。首先,前不变性和不变性的概念被扩展到区间值函数。其次,研究了区间值预凸和凸函数的几个性质。第三,在弱连续可微性和Hukuhara可微性的条件下,推导了具有区间值目标函数的LU-前凸和凸优化问题的KKT最优条件。最后,建立了一类类似变分不等式与区间值优化问题之间的关系。

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