Weighted sum model with partial preference information: Application to multi-objective optimization.

•A partial preference model based on the weighted sum is presented and studied.•A generic method based on cones computes the preferred points.•A two-stage procedure is introduced to improve the performance of the method.•Several preference elicitation frameworks to define imprecise weights are studied.•Experiments on standard multi-objective problems show convincing results.