基于上凸化算子的区间值双层优化问题

S. Dempe, N. Gadhi, Mohamed Ohda
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摘要

本文研究了一类双层区间值优化问题。将该问题简化为一级非线性非光滑规划,利用上凸化子给出了必要的最优性条件。我们的方法包括使用Abadie约束条件和适当的最优值重新表述。随后,使用最优值函数的上凸化量的上估计,我们给出了初始数据的更详细的结果。出现的函数不一定是Lipschitz连续的,并且低层优化问题的目标函数和约束函数都不假设是凸的。还有一些额外的例子突出了我们的结果和某些过去研究的局限性。
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On interval-valued bilevel optimization problems using upper convexificators
In this paper, we investigate a bilevel interval valued optimization problem. Reducing the problem into a one-level nonlinear and nonsmooth program, necessary optimality conditions are developed in terms of upper convexificators. Our approach consists of using an Abadie’s constraint qualification together with an appropriate optimal value reformulation. Later on, using an upper estimate for upper convexificators of the optimal value function, we give a more detailed result in terms of the initial data. The appearing functions are not necessarily Lipschitz continuous, and neither the objective function nor the constraint functions of the lower-level optimization problem are assumed to be convex. There are additional examples highlighting both our results and the limitations of certain past studies.
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Erratum to: On interval-valued bilevel optimization problems using upper convexificators On the conformability of regular line graphs A new modified bat algorithm for global optimization A multi-stage stochastic programming approach for an inventory-routing problem considering life cycle On characterizations of solution sets of interval-valued quasiconvex programming problems
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