TY - JOUR
T1 - Interval order relationships based on automorphisms and their application to interval optimization
AU - Costa, T. M.
AU - Chalco-Cano, Y.
AU - Osuna-Gómez, R.
AU - Lodwick, W. A.
N1 - Publisher Copyright:
© 2022 Elsevier Inc.
PY - 2022/11
Y1 - 2022/11
N2 - This paper presents a method to generate preference ordering relations on interval space based on a family of automorphisms on the bidimensional Euclidean space. This method generates a family of order relation with which many order relations presented in the literature can be obtained as particular cases. This family of preference order relations is used to provide a formulation for a family of interval optimization problems that unifies those formulations whose solution concepts are a Pareto-type. The elements belonging to this family are called φ-interval optimization problems. An advantage of the proposed method is that decision makers can consider a suitable interval optimization problem, choosing an appropriate order relation, which is obtained by choosing an automorphism. Moreover, this paper shows that each φ-interval optimization problem is equivalent to a biobjective optimization problem. Some optimality conditions for the φ-interval optimization problems are obtained. The method, concepts and results presented herein are illustrated by several examples.
AB - This paper presents a method to generate preference ordering relations on interval space based on a family of automorphisms on the bidimensional Euclidean space. This method generates a family of order relation with which many order relations presented in the literature can be obtained as particular cases. This family of preference order relations is used to provide a formulation for a family of interval optimization problems that unifies those formulations whose solution concepts are a Pareto-type. The elements belonging to this family are called φ-interval optimization problems. An advantage of the proposed method is that decision makers can consider a suitable interval optimization problem, choosing an appropriate order relation, which is obtained by choosing an automorphism. Moreover, this paper shows that each φ-interval optimization problem is equivalent to a biobjective optimization problem. Some optimality conditions for the φ-interval optimization problems are obtained. The method, concepts and results presented herein are illustrated by several examples.
KW - Decision under uncertainty
KW - Interval optimization
KW - Preference order relations
UR - https://www.scopus.com/pages/publications/85140327067
U2 - 10.1016/j.ins.2022.10.020
DO - 10.1016/j.ins.2022.10.020
M3 - Article
AN - SCOPUS:85140327067
SN - 0020-0255
VL - 615
SP - 731
EP - 742
JO - Information Sciences
JF - Information Sciences
ER -