An Improved Genetic Algorithm to Solve Reliability Redundancy Allocation Problem

机译：求解可靠性冗余分配问题的改进遗传算法

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摘要

Reliability redundancy allocation problem for complex system is discussed in this paper,and an optimization model of allocating reliability is established.Reliability optimization problem belongs to Mixed-Integer Nonlinear Programming (MINLP),and it will be confronted with great difficulties,huge calculation etc.when trying to solve this problem with dynamic programming and other traditional method.Based on genetic algorithm (GA),the paper sets up an improved algorithm that integrated with nonlinear programming method.Finally,an example shows the effectiveness of the improved algorithm.

机译：本文讨论了复杂系统的可靠性冗余分配问题，建立了可靠性分配的优化模型。可靠性优化问题属于混合整数非线性规划（MINLP），将面临很大的困难，计算量大等问题。在试图通过动态规划等传统方法解决该问题的基础上，本文基于遗传算法，建立了一种与非线性规划方法相集成的改进算法。最后，通过实例说明了改进算法的有效性。

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来源
《2012 IEEE 5th International conference on management engineering amp; technology of statistics》|2012年|247-251|共5页
会议地点 Qingdao(CN)
作者
Wu Jing; Hu Yan-guang;
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作者单位

School of Reliability and System Engineering Bei hang University Beijing,China;

School of Reliability and System Engineering Bei hang University Beijing,China;

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会议组织
原文格式 PDF
正文语种 eng
中图分类统计学;
关键词
system reliability; redundancy allocation; genetic algorithm; nonlinear programming;

机译：系统可靠性；冗余分配；遗传算法非线性规划;

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2. Reliability redundancy allocation problem considering optimal redundancy strategy using parallel genetic algorithm [J] . Kim Heungseob, Kim Pansoo Reliability Engineering & System Safety . 2017,第MARa期

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3. An improved particle swarm optimization algorithm for reliability- redundancy allocation problem with mixed redundancy strategy and heterogeneous components [J] . Ouyang Zhiyuan, Liu Yu, Ruan Sheng-Jia, Reliability Engineering & System Safety . 2019,第JANa期

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4. An Improved Genetic Algorithm to Solve Reliability Redundancy Allocation Problem [C] . Wu Jing, Hu Yan-guang IEEE International conference on management engineering technology of statistics . 2012

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6. Multi-heuristic dynamic task allocation using genetic algorithms in a heterogeneous distributed system [O] . Andrew J. Page, Thomas M. Keane, Thomas J. Naughton -1

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7. An approach for solving constrained reliability-redundancy allocation problems using cuckoo search algorithm [O] . Harish Garg 2015

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8. Optimization of reliability allocation strategies through use of genetic algorithms [R] . Campbell, J. E. , Painton, L. A. 1996

机译：利用遗传算法优化可靠性分配策略

An Improved Genetic Algorithm to Solve Reliability Redundancy Allocation Problem

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