Dominators for multiple-objective quasiconvex maximization problems

Citation
E. Carrizosa et F. Plastria, Dominators for multiple-objective quasiconvex maximization problems, J GLOB OPT, 18(1), 2000, pp. 35-58
Citations number
31
Categorie Soggetti
Engineering Mathematics
Journal title
JOURNAL OF GLOBAL OPTIMIZATION
ISSN journal
09255001 → ACNP
Volume
18
Issue
1
Year of publication
2000
Pages
35 - 58
Database
ISI
SICI code
0925-5001(200009)18:1<35:DFMQMP>2.0.ZU;2-J
Abstract
In this paper we address the problem of finding a dominator for a multiple- objective maximization problem with quasiconvex functions. The one-dimensio nal case is discussed in some detail, showing how a Branch-and-Bound proced ure leads to a dominator with certain minimality properties. Then, the well -known result stating that the set of vertices of a polytope S contains an optimal solution for single-objective quasiconvex maximization problems is extended to multiple-objective problems, showing that, under upper-semicont inuity assumptions, the set of (k - 1)-dimensional faces is a dominator for k-objective problems. In particular, for biobjective quasiconvex problems on a polytope S, the edges of S constitute a dominator, from which a domina tor with minimality properties can be extracted by Branch-and Bound methods .