Multi-objective optimisation of positively homogeneous functions and an application in radiation therapy
Abstract
Unconstrained multi-objective optimisation problems with p positively homogeneous objective functions are considered. We prove that such problems reduce to multi-objective optimisation problems with p 1 objectives and a single equality constraint. Thus, problems with two objectives can be solved with standard single objective optimisation methods and, for problems with p > 2 objectives, we can compute infinitely many efficient solutions by solving a finite number of single objective problems. The proposed procedure is applied on radiotherapy for cancer treatment. (C) 2014 Elsevier B.V. All rights reserved.
Más información
Título según WOS: | Multi-objective optimisation of positively homogeneous functions and an application in radiation therapy |
Título según SCOPUS: | Multi-objective optimisation of positively homogeneous functions and an application in radiation therapy |
Título de la Revista: | OPERATIONS RESEARCH LETTERS |
Volumen: | 42 |
Número: | 4 |
Editorial: | ELSEVIER SCIENCE BV |
Fecha de publicación: | 2014 |
Página de inicio: | 268 |
Página final: | 272 |
Idioma: | English |
DOI: |
10.1016/j.orl.2014.04.007 |
Notas: | ISI, SCOPUS |