Cost and risk of investment in small-scale integrated energy systems are considered.
A multi-objective interval optimization model is presented.
A novel multi-objective optimization algorithm (MGSOACC) is proposed.
The evidential reasoning (ER) approach is used to obtain the final optimal solution.
The MGSOACC and ER can tackle the unit sizing problem efficiently.