کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
495951 862845 2013 21 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Mine blast algorithm: A new population based algorithm for solving constrained engineering optimization problems
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
Mine blast algorithm: A new population based algorithm for solving constrained engineering optimization problems
چکیده انگلیسی

A novel population-based algorithm based on the mine bomb explosion concept, called the mine blast algorithm (MBA), is applied to the constrained optimization and engineering design problems. A comprehensive comparative study has been carried out to show the performance of the MBA over other recognized optimizers in terms of computational effort (measured as the number of function evaluations) and function value (accuracy). Sixteen constrained benchmark and engineering design problems have been solved and the obtained results were compared with other well-known optimizers. The obtained results demonstrate that, the proposed MBA requires less number of function evaluations and in most cases gives better results compared to other considered algorithms.

Figure optionsDownload as PowerPoint slideHighlights
► A novel optimization algorithm called the mine blast algorithm (MBA).
► MBA with embedded constraint handling methods is proposed.
► MBA outperforms numerous metaheuristic methods in terms of solutions and convergence.
► The function values are reduced to near optimum solution in the early iterations.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 13, Issue 5, May 2013, Pages 2592–2612
نویسندگان
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