Yuichi Nagata

High-Order Entropy-Based Population Diversity Measures in the Traveling Salesman Problem

2020 · Evolutionary Computation

To maintain the population diversity of genetic algorithms (GAs), we are required to employ an appropriate population diversity measure. However, commonly used population diversity measures designed for permutation problems do not consider the dependencies between …