Peak Detection Method for Multimodal Function Optimization

A novel method is proposed called peak detection method for multimodal function optimization problem. In peak detection method, we use the idea of orthogonal intersection to generate the directions, and then detect peak in every one-dimension direction to judge whether there is a peak or not in locally multimodal domain. At last some experimental solutions show the effectiveness of the algorithm.