Flower Pollination Algorithm with Dimension by Dimension Improvement

المؤلفون المشاركون

Zhou, Yongquan
Wang, Rui

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-9، 9ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2014-09-01

دولة النشر

مصر

عدد الصفحات

9

التخصصات الرئيسية

هندسة مدنية

الملخص EN

Flower pollination algorithm (FPA) is a new nature-inspired intelligent algorithm which uses the whole update and evaluation strategy on solutions.

For solving multidimension function optimization problems, this strategy may deteriorate the convergence speed and the quality of solution of algorithm due to interference phenomena among dimensions.

To overcome this shortage, in this paper a dimension by dimension improvement based flower pollination algorithm is proposed.

In the progress of iteration of improved algorithm, a dimension by dimension based update and evaluation strategy on solutions is used.

And, in order to enhance the local searching ability, local neighborhood search strategy is also applied in this improved algorithm.

The simulation experiments show that the proposed strategies can improve the convergence speed and the quality of solutions effectively.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Wang, Rui& Zhou, Yongquan. 2014. Flower Pollination Algorithm with Dimension by Dimension Improvement. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-1044295

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Wang, Rui& Zhou, Yongquan. Flower Pollination Algorithm with Dimension by Dimension Improvement. Mathematical Problems in Engineering No. 2014 (2014), pp.1-9.
https://search.emarefa.net/detail/BIM-1044295

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Wang, Rui& Zhou, Yongquan. Flower Pollination Algorithm with Dimension by Dimension Improvement. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-1044295

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1044295