no code implementations • 15 Oct 2019 • Shouyong Jiang, Hongru Li, Jinglei Guo, Mingjun Zhong, Shengxiang Yang, Marcus Kaiser, Natalio Krasnogor
The proposed framework is combined with new strategies, such as reference adaptation and adaptive local mating, to solve different types of problems.
no code implementations • 6 Mar 2019 • Shouyong Jiang, Marcus Kaiser, Shengxiang Yang, Stefanos Kollias, Natalio Krasnogor
It is demonstrated with empirical studies that the proposed test suite is more challenging to the dynamic multiobjective optimisation algorithms found in the literature.
no code implementations • 25 Sep 2013 • German Terrazas, Hector Zenil, Natalio Krasnogor
The analysis focuses on phase transition, clustering, variability and parameter discovery which as a whole pave the way to the notion of complex systems programmability.