PROPOSED A HYBRID MULTI-OBJECTIVE COMPETITIVE ALGORITHM FOR SOLVING THE REDUNDANCY ALLOCATION RELIABILITY PROBLEM

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AZIZMOHAMMADI ROOZBEH; AMIRI MAGHSOUD; TAVAKKOLI MOGHADAM REZA; MASHATZADEGAN HAMID REZA

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Journal: JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES Year:2016 | Volume:14 | Issue:42 Page(s): 103-121

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Title

PROPOSED A HYBRID MULTI-OBJECTIVE COMPETITIVE ALGORITHM FOR SOLVING THE REDUNDANCY ALLOCATION RELIABILITY PROBLEM

Author(s)

AZIZMOHAMMADI ROOZBEH | AMIRI MAGHSOUD | TAVAKKOLI MOGHADAM REZA | MASHATZADEGAN HAMID REZA | Issue Writer Certificate

Keywords

REDUNDANCY ALLOCATION PROBLEMQ2

RESPONSE SURFACE METHODOLOGYQ1

MULTI-OBJECTIVE RELIABILITY OPTIMIZATIONQ1

COMPETITIVE ALGORITHMQ1

GENETIC ALGORITHMQ2

Abstract

A redundancy allocation problem is a well-known NP-hard problem that involves the selection of elements and redundancy levels to maximize the system reliability under various system-level constraints. In many practical design situations, reliability apportionment is complicated because of the presence of several conflicting objectives that cannot be combined into asingle-objective function. A stele communications, manufacturing and power systems are becoming more and more complex, while requiring short developments schedules and very high reliability, it is becoming increasingly important to develop efficient solutions to the RAP. In this paper, a new hybrid multi-objective competition algorithm (HMOCA) based on competitive algorithm (CA) and genetic algorithm (GA) is proposed for the first time in multi-objective redundancy allocation problems. In the multi objective formulation, the system reliability is maximized while the cost and volume of the system are minimized simultaneously. Additionally, ay RSMis employed to tune the CA parameters. The proposed HMOCA is validated by some examples with analytical solutions. It shows its superior per for mance compared to a NSGA-II and PAES algorithms. Finally, the conclusion is given.

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APA: Copy

AZIZMOHAMMADI, ROOZBEH, AMIRI, MAGHSOUD, TAVAKKOLI MOGHADAM, REZA, & MASHATZADEGAN, HAMID REZA. (2016). PROPOSED A HYBRID MULTI-OBJECTIVE COMPETITIVE ALGORITHM FOR SOLVING THE REDUNDANCY ALLOCATION RELIABILITY PROBLEM. JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES, 14(42 ), 103-121. SID. https://sid.ir/paper/213279/en

Vancouver: Copy

AZIZMOHAMMADI ROOZBEH, AMIRI MAGHSOUD, TAVAKKOLI MOGHADAM REZA, MASHATZADEGAN HAMID REZA. PROPOSED A HYBRID MULTI-OBJECTIVE COMPETITIVE ALGORITHM FOR SOLVING THE REDUNDANCY ALLOCATION RELIABILITY PROBLEM. JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES[Internet]. 2016;14(42 ):103-121. Available from: https://sid.ir/paper/213279/en

IEEE: Copy

ROOZBEH AZIZMOHAMMADI, MAGHSOUD AMIRI, REZA TAVAKKOLI MOGHADAM, and HAMID REZA MASHATZADEGAN, “PROPOSED A HYBRID MULTI-OBJECTIVE COMPETITIVE ALGORITHM FOR SOLVING THE REDUNDANCY ALLOCATION RELIABILITY PROBLEM,” JOURNAL OF INDUSTRIAL MANAGEMENT STUDIES, vol. 14, no. 42 , pp. 103–121, 2016, [Online]. Available: https://sid.ir/paper/213279/en

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