Convergence analysis of Tikhonov-type regularization algorithms for multiobjective optimization problems

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摘要

In this paper, we introduce a vector-valued Tikhonov-type regularization algorithm for an extended-valued multiobjective optimization problem. Under some mild conditions, we prove that any sequence generated by this algorithm converges to a weak Pareto optimal solution of the multiobjective optimization problem. Our results improve and generalize some known results.

论文关键词:Multiobjective optimization problem,Tikhonov-type regularization algorithm,Asymptotic cone,Asymptotic function,Weak Pareto optimal solution

论文评审过程:Available online 24 January 2009.

论文官网地址:https://doi.org/10.1016/j.amc.2009.01.037