Complex System Optimization Using Biogeography-Based Optimization
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-12-10
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
Complex systems are frequently found in modern industry.
But with their multisubsystems, multiobjectives, and multiconstraints, the optimization of complex systems is extremely hard.
In this paper, a new algorithm adapted from biogeography-based optimization (BBO) is introduced for complex system optimization.
BBO/Complex is the combination of BBO with a multiobjective ranking system, an innovative migration approach, and effective diversity control.
Based on comparisons with three complex system optimization algorithms (multidisciplinary feasible (MDF), individual discipline feasible (IDF), and collaborative optimization (CO)) on four real-world benchmark problems, BBO/Complex demonstrates competitive performance.
BBO/Complex provides the best performance in three of the benchmark problems and the second best in the fourth problem.
American Psychological Association (APA)
Du, Dawei& Simon, Dan. 2013. Complex System Optimization Using Biogeography-Based Optimization. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-17.
https://search.emarefa.net/detail/BIM-1009426
Modern Language Association (MLA)
Du, Dawei& Simon, Dan. Complex System Optimization Using Biogeography-Based Optimization. Mathematical Problems in Engineering No. 2013 (2013), pp.1-17.
https://search.emarefa.net/detail/BIM-1009426
American Medical Association (AMA)
Du, Dawei& Simon, Dan. Complex System Optimization Using Biogeography-Based Optimization. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-17.
https://search.emarefa.net/detail/BIM-1009426
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1009426