Abstract: Multi-variable data relations can define a partial differential equation, which describes an unknown complex function on a basis of discrete observations, using the similarity model analysis ...

Abstract: This paper proposes an improved differential evolution algorithm, named I-DE, for constrained nonlinear mixed integer programming problems. The new population initialization technology and ...

Implementation of the paper by Aurélien Garivier and Eric Moulines, On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems [1]. We also try some variants of the algorithms and compare ...