Flower Pollination Algorithm with Dimension by Dimension Improvement
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-09-01
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract 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.
American Psychological Association (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
Modern Language Association (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
American Medical Association (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
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1044295