کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
410545 679149 2009 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Solving differential equations with constructed neural networks
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Solving differential equations with constructed neural networks
چکیده انگلیسی

A novel hybrid method for the solution of ordinary and partial differential equations is presented here. The method creates trial solutions in neural network form using a scheme based on grammatical evolution. The trial solutions are enhanced periodically using a local optimization procedure. The proposed method is tested on a series of ordinary differential equations, systems of ordinary differential equations as well as on partial differential equations with Dirichlet boundary conditions and the results are reported.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 72, Issues 10–12, June 2009, Pages 2385–2391
نویسندگان
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