Next, as a simple, effective method for avoiding excess convergence, we propose a diversity maintenance technique based on selection of the homogeneous individuals called the Noah's ark strategy for parallel GAs, and demonstrate its effectiveness on a knapsack problem. Our proposed method is to ...