Multi-objective optimization problems (MOPs) and uncertain optimization problems (UOPs) which widely exist in real life are challengeable problems in the fields of decision making, system designing, and scheduling, amongst others. Decomposition exploits the ideas of making things simple (TM) and divide and conquer (TM) to transform a complex problem into a series of simple ones with the aim of reducing the computational complexity. In order...