This work focuses on scalarization processes for nonconvex set-valued optimization problems whose solutions are defined by the so called l-type less order relation, the final space is normed and the ordering cone is not necessarily solid. A scalarization mapping is introduced, which generalizes the well-known oriented distance, and its main properties are stated. In particular, by choosing a suitable norm it is shown that it coincides with the generalization of the so-called Tammer-Weidner nonlinear separation mapping to this kind of optimization problems. After that, two concepts of solution are characterized in terms of solutions of associated scalar optimization problems defined through the new scalarization mapping.

Scalarization of Set-Valued Optimization Problems in Normed Spaces

MOLHO, ELENA
2015-01-01

Abstract

This work focuses on scalarization processes for nonconvex set-valued optimization problems whose solutions are defined by the so called l-type less order relation, the final space is normed and the ordering cone is not necessarily solid. A scalarization mapping is introduced, which generalizes the well-known oriented distance, and its main properties are stated. In particular, by choosing a suitable norm it is shown that it coincides with the generalization of the so-called Tammer-Weidner nonlinear separation mapping to this kind of optimization problems. After that, two concepts of solution are characterized in terms of solutions of associated scalar optimization problems defined through the new scalarization mapping.
2015
Modelling, Computation and Optimization in Information Systems and Management Sciences. Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences - MCO 2015 - Part I
Hoai An Le Thi, Tao Pham Dinh, Ngoc Thanh Nguyen
The Mathematics category includes resources dealing with mathematics, applied mathematics, statistics and probability.
Esperti anonimi
Inglese
contributo
Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO 2015)
11-13 maggio 2015
Metz (Francia)
Internazionale
STAMPA
Advances in Intelligent Systems and Computing
359
505
512
8
9783319181608
Springer
Set-valued optimization, optimality conditions, scalarization, minimal solution, strict minimal solution, oriented distance
https://link.springer.com/chapter/10.1007/978-3-319-18161-5_43
none
Gutiérrez, Cesar; Jiménez, Bienvenido; Miglierina, Enrico; Molho, Elena
273
info:eu-repo/semantics/conferenceObject
4
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11571/1103500
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