Proximal algorithm with quasidistances for multiobjective quasiconvex inimization in Riemannian manifolds

IF 1.8 4区 管理学 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
E. P. Papa Quiroz, R. Rocha, P. Oliveira, R. Gregório
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引用次数: 0

Abstract

We introduce a proximal algorithm using quasidistances for multiobjective minimization problems with quasiconvex functions defined in arbitrary Riemannian manifolds. The reason of using quasidistances instead of the classical Riemannian distance comes from the applications in economy, computer science and behavioral sciences, where the quasidistances represent a non symmetric measure. Under some appropriate assumptions on the problem and using tools of Riemannian geometry we prove that accumulation points of the sequence generated by the algorithm satisfy the critical condition of Pareto-Clarke. If the functions are convex then these points are Pareto efficient solutions.
黎曼流形多目标拟凸极化的拟距离近端算法
针对任意黎曼流形中具有拟凸函数的多目标最小化问题,提出了一种基于拟距离的近端算法。使用准距离代替经典黎曼距离的原因来自经济学、计算机科学和行为科学中的应用,在这些应用中,准距离代表了一种非对称测度。在适当的假设条件下,利用黎曼几何工具证明了算法生成的序列的累加点满足Pareto-Clarke的临界条件。如果函数是凸的,那么这些点就是帕累托有效解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Rairo-Operations Research
Rairo-Operations Research 管理科学-运筹学与管理科学
CiteScore
3.60
自引率
22.20%
发文量
206
审稿时长
>12 weeks
期刊介绍: RAIRO-Operations Research is an international journal devoted to high-level pure and applied research on all aspects of operations research. All papers published in RAIRO-Operations Research are critically refereed according to international standards. Any paper will either be accepted (possibly with minor revisions) either submitted to another evaluation (after a major revision) or rejected. Every effort will be made by the Editorial Board to ensure a first answer concerning a submitted paper within three months, and a final decision in a period of time not exceeding six months.
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