Fostered by the development of new technologies, microelectromechanical systems (MEMS) are massively present on board of vehicles, within information equipment as well as in medical and healthcare equipment. A smart approach to the design of MEMS devices is in terms of the simultaneous optimization of multiple objective functions subject to a set of constraints. This leads to the family of solutions minimizing the degree of conflict among the objectives (Pareto front). Accordingly, in this paper, a procedure of optimal shape design of MEMS based on evolutionary computing is proposed and validated on three case studies.Index Terms-Comb-drive electrostatic microactuator, electrothermo-elastic microactuator, field analysis and synthesis, finiteelement method, magnetic micromirror, microelectromechanical systems (MEMS), multiobjective optimal shape design.