An Improved Fruit Fly Optimization Algorithm and Its Application in Heat Exchange Fouling Ultrasonic Detection
Joint Authors
Sun, Lingfang
Li, Xia
Li, Jing
Piao, Heng
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-05-15
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Inspired by the basic theory of Fruit Fly Optimization Algorithm, in this paper, cat mapping was added to the original algorithm, and the individual distribution and evolution mechanism of fruit fly population were improved in order to increase the search speed and accuracy.
The flowchart of the improved algorithm was drawn to show its procedure.
Using classical test functions, simulation optimization results show that the improved algorithm has faster and more reliable optimization ability.
The algorithm was then combined with sparse decomposition theory and used in processing fouling detection ultrasonic signals to verify the validity and practicability of the improved algorithm.
American Psychological Association (APA)
Li, Xia& Sun, Lingfang& Li, Jing& Piao, Heng. 2018. An Improved Fruit Fly Optimization Algorithm and Its Application in Heat Exchange Fouling Ultrasonic Detection. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1207452
Modern Language Association (MLA)
Li, Xia…[et al.]. An Improved Fruit Fly Optimization Algorithm and Its Application in Heat Exchange Fouling Ultrasonic Detection. Mathematical Problems in Engineering No. 2018 (2018), pp.1-9.
https://search.emarefa.net/detail/BIM-1207452
American Medical Association (AMA)
Li, Xia& Sun, Lingfang& Li, Jing& Piao, Heng. An Improved Fruit Fly Optimization Algorithm and Its Application in Heat Exchange Fouling Ultrasonic Detection. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1207452
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1207452