Many problems can be characterized by several competing objectives. Multiple objective optimization problems have recently received considerable attention specially by the evolutionary algorithms community. Their proposals, however, require an adequate codiication of the problem into strings, which is not always easy to do. This paper introduces a new algorithm, called MDQL, for multiple object...