This paper deals wi th the way dual genetic algorithms ( D G A ) , an extension of the standard ones, explore the search space. After a brief introduction presenting genetic algorithms and dualism, the fitness distance correlation is discussed in the context of dualism. From this discussion, a conjecture is made about the genetic: heuristic used by dual genetic algorithms to explore the search ...