![](/images/graphics-bg.png)
A Novel Adaptive Elite-Based Particle Swarm Optimization Applied to VAR Optimization in Electric Power Systems
المؤلفون المشاركون
Chen, Syuan-Yi
Hong, Ying-Yi
Lin, Yu-Chun
Hsu, Fu-Yuan
Lin, Faa-Jeng
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2014-05-22
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
Particle swarm optimization (PSO) has been successfully applied to solve many practical engineering problems.
However, more efficient strategies are needed to coordinate global and local searches in the solution space when the studied problem is extremely nonlinear and highly dimensional.
This work proposes a novel adaptive elite-based PSO approach.
The adaptive elite strategies involve the following two tasks: (1) appending the mean search to the original approach and (2) pruning/cloning particles.
The mean search, leading to stable convergence, helps the iterative process coordinate between the global and local searches.
The mean of the particles and standard deviation of the distances between pairs of particles are utilized to prune distant particles.
The best particle is cloned and it replaces the pruned distant particles in the elite strategy.
To evaluate the performance and generality of the proposed method, four benchmark functions were tested by traditional PSO, chaotic PSO, differential evolution, and genetic algorithm.
Finally, a realistic loss minimization problem in an electric power system is studied to show the robustness of the proposed method.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Hong, Ying-Yi& Lin, Faa-Jeng& Chen, Syuan-Yi& Lin, Yu-Chun& Hsu, Fu-Yuan. 2014. A Novel Adaptive Elite-Based Particle Swarm Optimization Applied to VAR Optimization in Electric Power Systems. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-496694
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Hong, Ying-Yi…[et al.]. A Novel Adaptive Elite-Based Particle Swarm Optimization Applied to VAR Optimization in Electric Power Systems. Mathematical Problems in Engineering No. 2014 (2014), pp.1-14.
https://search.emarefa.net/detail/BIM-496694
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Hong, Ying-Yi& Lin, Faa-Jeng& Chen, Syuan-Yi& Lin, Yu-Chun& Hsu, Fu-Yuan. A Novel Adaptive Elite-Based Particle Swarm Optimization Applied to VAR Optimization in Electric Power Systems. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-496694
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-496694
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
![](/images/ebook-kashef.png)
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
![](/images/kashef-image.png)