An improved Differential Evolution optimization based on P system

DOI

10.2991/iccia.2012.301How to use a DOI?

Keywords

Differential Evolution, Cell Membrane Structure, P System, Function Optimization

Abstract

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.

Copyright

© 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/).

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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  - 10.2991/iccia.2012.301
ID  - Zhong2014/05
ER  -