کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5745622 1618667 2017 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Original articleArtificial root foraging optimizer algorithm with hybrid strategies
ترجمه فارسی عنوان
مقاله اصلی الگوریتم بهینه سازی ریشه زایی ریشه با استراتژی های ترکیبی
کلمات کلیدی
سیستم رشد ریشه، ارتباط ریشه با ریشه، همکاری تکامل،
موضوعات مرتبط
علوم زیستی و بیوفناوری علوم محیط زیست بوم شناسی
چکیده انگلیسی

In this work, a new plant-inspired optimization algorithm namely the hybrid artificial root foraging optimizion (HARFO) is proposed, which mimics the iterative root foraging behaviors for complex optimization. In HARFO model, two innovative strategies were developed: one is the root-to-root communication strategy, which enables the individual exchange information with each other in different efficient topologies that can essentially improve the exploration ability; the other is co-evolution strategy, which can structure the hierarchical spatial population driven by evolutionary pressure of multiple sub-populations that ensure the diversity of root population to be well maintained. The proposed algorithm is benchmarked against four classical evolutionary algorithms on well-designed test function suites including both classical and composition test functions. Through the rigorous performance analysis that of all these tests highlight the significant performance improvement, and the comparative results show the superiority of the proposed algorithm.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Saudi Journal of Biological Sciences - Volume 24, Issue 2, February 2017, Pages 268-275
نویسندگان
, , , ,