In multiobjective optimization, the trade-o€ information between di€erent objective functions is probably the most important piece of information in a solution process to reach the most preferred solution. Generating methods are the methods in generating noninferior solutions. Di€erent generating methods provide decision makers trade-o€ information in di€erent forms. Various generating methods ...

Article history: Received 19 June 2014 Received in revised form 29 December 2014 Accepted 1 March 2015 Available online 7 March 2015

Real world prediction problems often involve the simultaneous prediction of multiple target variables using the same set of predictive variables. When the target variables are binary, the prediction task is called multi-label classification while when the target variables are real-valued the task is called multi-target regression. Although multi-label classification can be seen as a specific ca...