Back to Search
Start Over
AN ADAPTIVE SCALARIZATION METHOD IN MULTIOBJECTIVE OPTIMIZATION.
- Source :
-
SIAM Journal on Optimization . 2008, Vol. 19 Issue 4, p1694-1718. 25p. - Publication Year :
- 2008
-
Abstract
- This paper presents a new method for the numerical solution of nonlinear multiobjective optimization problems with an arbitrary partial ordering in the objective space induced by a closed pointed convex cone. This algorithm is based on the well-known scalarization approach by Pascoletti and Serafini and adaptively controls the scalarization parameters using new sensitivity results. The computed image points give a nearly equidistant approximation of the whole Pareto surface. The effectiveness of this new method is demonstrated with various test problems and an applied problem from medicine. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10526234
- Volume :
- 19
- Issue :
- 4
- Database :
- Academic Search Index
- Journal :
- SIAM Journal on Optimization
- Publication Type :
- Academic Journal
- Accession number :
- 47371124
- Full Text :
- https://doi.org/10.1137/060672029