精确绝对值罚函数法求解凸非可微区间值优化问题的精确性性质

Exactness Property of the Exact Absolute Value Penalty Function Method for Solving Convex Nondifferentiable Interval-Valued Optimization Problems

Journal of Optimization Theory and Applications · 2017
被引 21
ABS 3

中文导读

研究了精确绝对值罚函数法处理带不等式和等式约束的非可微区间值优化问题,在凸性假设下分析了罚函数的精确性,给出了原问题与罚问题LU最优解等价的充分条件。

Abstract

In the paper, the classical exact absolute value function method is used for solving a nondifferentiable constrained interval-valued optimization problem with both inequality and equality constraints. The property of exactness of the penalization for the exact absolute value penalty function method is analyzed under assumption that the functions constituting the considered nondifferentiable constrained optimization problem with the interval-valued objective function are convex. The conditions guaranteeing the equivalence of the sets of LU-optimal solutions for the original constrained interval-valued extremum problem and for its associated penalized optimization problem with the interval-valued exact absolute value penalty function are given.

数学凸优化罚函数法区间值优化非可微优化