Abstract:

In order to overcome the shortcomings that currently visualization technology cannot display high dimension multi-objective optimization problems effectively, a new graphical visualization technology of n-dimensional-Pareto front based on the weighted preference information is proposed. Firstly, the corresponding objective information sharing mechanism for the two different decision-making situations is proposed. Secondly, according to the sharing information the Pareto front will be stratified and drawn by graphs. It effectively shows the data information of each dimension objective, the variation tendency towards performance and the preference information for decision-makers. This paper devises the visualization model and provides the extensive experimental analyses so as to analyze the Pareto optimal solutions for decision-makers.