1. Introduction
Methods for collaborative planning support a coalition of self-interested decision makers (briefly, agents) coordinating their individual plans [1]. Coordinated planning is important when a global optimum cannot be achieved if the agents pursue their local plans independently from each other. In that case, a coordinated solution generated by collaborative planning leads to added benefits. These added benefits can be allocated to the agents such that each agent is better off compared to the non-coordinated case.