کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
387392 660901 2010 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Development of efficient identification scheme for nonlinear dynamic systems using swarm intelligence techniques
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Development of efficient identification scheme for nonlinear dynamic systems using swarm intelligence techniques
چکیده انگلیسی

This paper outlines the basic concept and principles of two simple and powerful swarm intelligence tools: the particle swarm optimization (PSO) and the Bacterial Foraging Optimization (BFO). The adaptive identification of an unknown plant has been formulated as an optimization problem and then solved using the PSO and BFO techniques. Using this new approach efficient identification of complex nonlinear dynamic plants have been carried out through simulation study.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 37, Issue 1, January 2010, Pages 556–566
نویسندگان
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