AN EFFICIENT CHARGED SYSTEM SEARCH USING CHAOS
عنوان مقاله: AN EFFICIENT CHARGED SYSTEM SEARCH USING CHAOS
شناسه ملی مقاله: JR_IJOCE-1-2_005
منتشر شده در در سال 1390
شناسه ملی مقاله: JR_IJOCE-1-2_005
منتشر شده در در سال 1390
مشخصات نویسندگان مقاله:
S. Talatahari
A. Kaveh
R. Sheikholeslami
خلاصه مقاله:
S. Talatahari
A. Kaveh
R. Sheikholeslami
The Charged System Search (CSS) is combined to chaos to solve mathematical global optimization problems. The CSS is a recently developed meta-heuristic optimization technique inspired by the governing laws of physics and mechanics. The present study introduces chaos into the CSS in order to increase its global search mobility for a better global optimization. Nine chaos-based CSS (CCSS) methods are developed, and then for each variant, the performance of ten different chaotic maps is investigated to identify the most powerful variant. A comparison of these variants and the standard CSS demonstrates the superiority and suitability of the selected variants for the benchmark mathematical optimization problems.
کلمات کلیدی: Charged system search; chaos; optimization; chaos-based charged system search algorithm
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1831384/