کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
524371 868634 2010 17 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On the impact of the migration topology on the Island Model
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
On the impact of the migration topology on the Island Model
چکیده انگلیسی

Parallel Global Optimization Algorithms (PGOA) provide an efficient way of dealing with hard optimization problems. One method of parallelization of GOAs that is frequently applied and commonly found in the contemporary literature is the so-called Island Model (IM). In this paper, we analyze the impact of the migration topology on the performance of a PGOA which uses the Island Model. In particular we consider parallel Differential Evolution and Simulated Annealing with Adaptive Neighborhood and draw first conclusions that emerge from the conducted experiments.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Parallel Computing - Volume 36, Issues 10–11, October–November 2010, Pages 555–571
نویسندگان
, , ,