کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
496268 862854 2008 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Hybrid approach for solving systems of nonlinear equations using chaos optimization and quasi-Newton method
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
Hybrid approach for solving systems of nonlinear equations using chaos optimization and quasi-Newton method
چکیده انگلیسی

Solving systems of nonlinear equations is one of the most difficult numerical computation problems. The convergences of the classical solvers such as Newton-type methods are highly sensitive to the initial guess of the solution. However, it is very difficult to select good initial solutions for most systems of nonlinear equations. By including the global search capabilities of chaos optimization and the high local convergence rate of quasi-Newton method, a hybrid approach for solving systems of nonlinear equations is proposed. Three systems of nonlinear equations including the “Combustion of Propane” problem are used to test our proposed approach. The results show that the hybrid approach has a high success rate and a quick convergence rate. Besides, the hybrid approach guarantees the location of solution with physical meaning, whereas the quasi-Newton method alone cannot achieve this.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 8, Issue 2, March 2008, Pages 1068–1073
نویسندگان
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