Higher-Order KKT Sufficient Optimality Conditions for Nonsmooth Semi-Infinite Multiobjective Optimization
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摘要: 考虑了一类非光滑半无限多目标优化问题. 利用高阶Studniarski下导数,得到了问题的严格局部有效解的高阶弱KKT最优性充分条件. 进一步地,若假设该最优性条件中目标函数相关的乘子均大于零,则得到严格局部Borwein真有效解的高阶强KKT充分条件. 这些充分条件适用于处理无任何凸性假设下的问题.
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关键词:
- 半无限多目标优化 /
- 高阶Studniarski下导数 /
- 高阶KKT充分条件
Abstract: The nonsmooth semi-infinite multiobjective optimization problems were investigated. The higher-order weak KKT sufficient optimality conditions for strictly local efficient solutions were established in terms of higher-order lower Studniarski derivatives. Furthermore, under the assumption that all multipliers associated with objective functions are positive in optimality conditions, the higher-order strong KKT sufficient optimality conditions for strictly local Borwein-properly efficient solutions would be achieved. These sufficient optimality conditions were established without any convexity assumptions. -
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