Is Multi-output of SVM Feasible for my research?

I am working on a decision making system, something about concert prices prediction to maximize the profit. Because it is multi-output, now data mining algorithm I know only neural network is suitable for multi-output, but the result is different every time. So I want to try SVM, however, SVM is only suit for single output, so I want to improve SVM with multi-output, but I don't know is it feasible? BTW, these outputs has relationship, I can't output these independently by running SVM several times.