Title :
Reliability allocation of a complex system by genetic algorithm method
Author :
Farsi, M.A. ; Jahromi, B.K.
Author_Institution :
Aerosp. Res. Inst., Tehran, Iran
Abstract :
During the design phase of a system, evaluation of reliability is one of the most important requirements and questions. Designers try to reliability allocation for each components and subsystems to meet a reliability goal for the main system. Allocating proper reliability value to each component of a complex system is very important and sometimes complicated. Finding a practical method to solve this dilemma is the object of this paper. At this paper a new formula for cost function and reliability allocation is developed and this problem is solved using Genetic Algorithm. At this model influence of complexity, critically, state of art, operational profile and availability are concentrated. To demonstration of this method capability, reliability allocation of a complex system is described. It is shown presented method is not time consuming and is used for a complex system with different and practical constraints for each component.
Keywords :
genetic algorithms; large-scale systems; reliability theory; availability; complex system; genetic algorithm method; method capability; operational profile; reliability allocation; Availability; Complexity theory; Cost function; Genetic algorithms; Reliability engineering; Resource management; complex system; cost function; genetic algorithm; reliability allocation;
Conference_Titel :
Quality, Reliability, Risk, Maintenance, and Safety Engineering (ICQR2MSE), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-0786-4
DOI :
10.1109/ICQR2MSE.2012.6246401