An improved Differential Evolution optimization based on P system
- https://doi.org/10.2991/iccia.2012.301How to use a DOI?
- Differential Evolution, Cell Membrane Structure, P System, Function Optimization
Membrane computing (P system) is a new computing model; it comes from the research of the basic function and structure of creature’s cell membrane. It has complex structure and multi-level. It converges quickly and has high quality of the optimal results. In this article, discussed the basic theory of the membrane computing and the steps of the algorithm. Apply Membrane computing principle to the differential evolution algorithm, constructed a hybrid differential evolution algorithm on the basis of the membrane structure. Finally, utilized the Objective Functions to test the new algorithm performance, compared with related algorithms to analyze the advantages and disadvantages of the new algorithm.
- © 2013, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Yanhua Zhong AU - Shuzhi Nie PY - 2014/05 DA - 2014/05 TI - An improved Differential Evolution optimization based on P system BT - Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012) PB - Atlantis Press SP - 1218 EP - 1221 SN - 1951-6851 UR - https://doi.org/10.2991/iccia.2012.301 DO - https://doi.org/10.2991/iccia.2012.301 ID - Zhong2014/05 ER -