DocumentCode
2559983
Title
HSAQEA based reliability redundancy optimization for complex system
Author
Zhengchu, Wang ; Ruting, Xia
Author_Institution
Coll. of Mech. Eng., Taizhou Univ., Taizhou, China
fYear
2012
fDate
29-31 May 2012
Firstpage
888
Lastpage
892
Abstract
Complex system reliability function is nonlinear. It is difficult to design a system which is satisfied reliability condition and also has minimum cost. Many intelligent optimization algorithms are used to solve the problem. Many shortcomings still exist such as being trapped into the local optimal solution easily, low convergence efficiency, etc. In this paper, it presents a hybrid simulated annealing quantum evolutionary algorithms (HSAQEA). Adaptive simulated annealing algorithm is embedded in the quantum evolutionary algorithm, and it retains elitist in the evolution in order to accelerate search for efficiency and speed. The presented algorithm is described in detail. The solving strategy is proposed for the problem of complex system reliability optimization. It also analyzes the reliability distribution of bridge connection system. At last, by calculations of the example and comparison with other algorithms, it proves the algorithm has much stronger ability of local search and better search efficiency. It certifies that this method is feasible and valid.
Keywords
evolutionary computation; reliability theory; simulated annealing; HSAQEA based reliability redundancy optimization; adaptive simulated annealing algorithm; bridge connection system; complex system reliability function; complex system reliability optimization; hybrid simulated annealing quantum evolutionary algorithms; intelligent optimization algorithms; quantum evolutionary algorithm; Algorithm design and analysis; Educational institutions; Evolutionary computation; Redundancy; Simulated annealing; complex system; quantum Evolutionaryary algorithms (QEA); redundancy; reliability optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation (ICNC), 2012 Eighth International Conference on
Conference_Location
Chongqing
ISSN
2157-9555
Print_ISBN
978-1-4577-2130-4
Type
conf
DOI
10.1109/ICNC.2012.6234718
Filename
6234718
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