This chapter deals with the use of multi-objective approaches in the field of assembly line design. The design of assembly or transfer lines is a very important industrial problem, which involves various difficult and interconnected optimization problems. A review of the main multi-objective optimization methods used for these problems is presented and discussed. A case study is also described in order to highlight some interesting properties associated with such multi-objective problems.