3 papers
cs.NE2019
Black Box Algorithm Selection by Convolutional Neural Network
Yaodong He, Shiu Yin Yuen
Although a large number of optimization algorithms have been proposed for black box optimization problems, the no free lunch theorems inform us that no algorithm can beat others on…
cs.NE2019
On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy
Yang Lou, Shiu Yin Yuen, Guanrong Chen +1
Restart strategy helps the covariance matrix adaptation evolution strategy (CMA-ES) to increase the probability of finding the global optimum in optimization, while a single run CM…
cs.CV2018
Composing photomosaic images using clustering based evolutionary programming
Yaodong He, Jianfeng Zhou, Shiu Yin Yuen
Photomosaic images are a type of images consisting of various tiny images. A complete form can be seen clearly by viewing it from a long distance. Small tiny images which replace b…