2008 IEEE International Conference on Cybernetics and Intelligent Systems , 2008-06-28

Title : ( A Sinusoid Size Ring Structure Quantum Evolutionary Algorithm )

Authors: محمد طیرانی , Mohammad Reza Akbarzadeh Totonchi ,

Citation: BibTeX | EndNote

This paper proposes a dynamic ring architecture of interaction among members of population in a Quantum Evolutionary Algorithms (QEA). The ring is allowed to expand/collapse based on a sinusoidal population size and partial re-initialization of new members in the population. The study shows that the ring structure can be an efficient architecture for an effective Exploration/Exploitation tradeoff, and the partial reinitialization of the proposed algorithm can improve the diversity of the algorithm. The proposed approach is tested on Knapsack Problem, Trap Problem as well as 14 numerical optimization functions. Experimental results show that the proposed Structure consistently improves the performance of QEA.

Keywords

, Quantum Evolutionary Algorithms, Ring structure population, dynamic
برای دانلود از شناسه و رمز عبور پرتال پویا استفاده کنید.

@inproceedings{paperid:1016085,
author = {محمد طیرانی and Akbarzadeh Totonchi, Mohammad Reza},
title = {A Sinusoid Size Ring Structure Quantum Evolutionary Algorithm},
booktitle = {2008 IEEE International Conference on Cybernetics and Intelligent Systems},
year = {2008},
keywords = {Quantum Evolutionary Algorithms; Ring structure population; dynamic structure.},
}

[Download]

%0 Conference Proceedings
%T A Sinusoid Size Ring Structure Quantum Evolutionary Algorithm
%A محمد طیرانی
%A Akbarzadeh Totonchi, Mohammad Reza
%J 2008 IEEE International Conference on Cybernetics and Intelligent Systems
%D 2008

[Download]