دانلود مقاله ISI انگلیسی شماره 57086
ترجمه فارسی عنوان مقاله

بر پایه اثربخشی مؤثر، بهینه سازی تداخل محدودی را برای بهینه سازی طراحی مبتنی بر قابلیت اطمینان از ساختارهای تراس بهبود می بخشد

عنوان انگلیسی
An effective reliability-based improved constrained differential evolution for reliability-based design optimization of truss structures
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
57086 2016 9 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Advances in Engineering Software, Volume 92, February 2016, Pages 48–56

چکیده انگلیسی

Recently, a Sequential Optimization and Reliability Assessment (SORA) method was proposed and proven to be effective for solving reliability-based design optimization (RBDO) problems. In the SORA, the optimization loop and the reliability assessment loop are decoupled from each other. This helps improve the efficiency of the SORA significantly. However, the SORA still exists two main drawbacks: (1) the optimal solutions are easily trapped within local extremes and (2) the optimal results depend on the initial trial points. To overcome these drawbacks, this paper integrates the SORA with the Improved Constrained Differential Evolution algorithm (ICDE) to give a so-called SORA-ICDE for solving RBDO problems. Due to the global search mechanism, the SORA-ICDE can easily obtain global solutions regardless of initial points. The numerical results obtained in the paper are compared with available results in the literature to illustrate the efficiency, applicability and precision of the SORA-ICDE in solving the RBDO problems for truss structures.