Zhijia Qiu

Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization

In the real world, there exist a class of optimization problems that multiple (local) optimal solutions in the solution space correspond to a single point in the objective space. In this paper, we theoretically show that for such multimodal problems, a simple method that considers the diversity of s…