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Title of Journal: Neural Comput Applic

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Abbravation: Neural Computing and Applications

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Springer London

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DOI

10.1016/0031-9384(94)90144-9

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ISSN

1433-3058

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Reliabilitybased design optimization using the di

Authors: Asma Chakri XinShe Yang Rabia Khelif Mohamed Benouaret
Publish Date: 2017/01/03
Volume: 30, Issue: 8, Pages: 2381-2402
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Abstract

Reliabilitybased design optimization RBDO problems are important in engineering applications but it is challenging to solve such problems In this study a new resolution method based on the directional bat algorithm dBA is presented To overcome the difficulties in the evaluations of probabilistic constraints the reliable design space concept has been applied to convert the yielded stochastic constrained optimization problem from the RBDO formulation into a deterministic constrained optimization problem In addition the εconstraint handling technique has also been introduced to the dBA so that the algorithm can solve constrained optimization problem effectively The new method has been applied to several engineering problems and the results show that the new method can solve different varieties of RBDO problems efficiently In fact the obtained solutions are consistent with the best results in the literature

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