Abstract Real-world decision making problems in various fields including engineering sciences are becoming ever more challenging to address. The consideration of competing criteria related to, for example, business, technical, workforce, safety and environmental aspects increases the complexity leads that feature multiple criteria. A key challenge such is identification most preferred trade-off...