کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
394733 665839 2011 24 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A T-cell algorithm for solving dynamic optimization problems
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A T-cell algorithm for solving dynamic optimization problems
چکیده انگلیسی

In this paper, a metaheuristic inspired on the T-Cell model of the immune system (i.e., an artificial immune system) is introduced. The proposed approach (called DTC, for Dynamic T-Cell) is used to solve dynamic optimization problems, and is validated using test problems taken from the specialized literature on dynamic optimization. Results are compared with respect to artificial immune approaches representative of the state-of-the-art in the area. Some statistical analyses are also performed, in order to determine the sensitivity of the proposed approach to its parameters.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 181, Issue 17, 1 September 2011, Pages 3614–3637
نویسندگان
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