کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
570501 1446521 2016 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An Efficient QoS-aware Web Services Selection Using Social Spider Algorithm
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
An Efficient QoS-aware Web Services Selection Using Social Spider Algorithm
چکیده انگلیسی

Efficient QoS-aware web services selection from the numerous number of functionally substitutable web services to deliver complex tasks is a current call from the business world. QoS-aware web services selection is a multi-objective optimization problem. Current approaches adapt genetic algorithms (GA) and particle swarm optimization (PSO) to solve it. However, the execution time performance of QoS-aware web services selection to achieve the maximum fitness value is still a concern for practical distributed applications. This paper proposes an efficient technique to solve this problem using the Social Spider Algorithm (SSA). The experiments evaluate the efficiency and feasibility of the proposed algorithm against PSO. SSA is found to outperform PSO in terms of both execution time and fitness.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 94, 2016, Pages 176–182
نویسندگان
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