7 search results - page 1 / 2 » Integrating decision space diversity into hypervolume-based ... |
GECCO
2010
Springer
13 years 8 months ago
2010
Springer
Multiobjective optimization in general aims at learning about the problem at hand. Usually the focus lies on objective space properties such as the front shape and the distributio...
PPSN
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. In this paper, we elaborate how decision space diversity can be integrated into indicator-based multiobjective search. We introduce DIOP, the diversity integrating multio...
PPSN
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. This paper discusses how preference information of the decision maker can in general be integrated into multiobjective search. The main idea is to first define the opti...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
We focus on the handling of overlapping solutions in evolutionary multiobjective optimization (EMO) algorithms. First we show that there exist a large number of overlapping soluti...
EMO
2006
Springer
13 years 8 months ago
2006
Springer
The design of quality measures for approximations of the Pareto-optimal set is of high importance not only for the performance assessment, but also for the construction of multiobj...