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Memetic Algorithm with Local Search as Modified Swine Influenza Model-Based Optimization and Its Use in ECG Filtering
Joint Authors
Jadhav, Devidas G.
Das, Sanjoy
Pattnaik, Shyam S.
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-22, 22 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-01-02
Country of Publication
Egypt
No. of Pages
22
Main Subjects
Abstract EN
The Swine Influenza Model Based Optimization (SIMBO) family is a newly introduced speedy optimization technique having the adaptive features in its mechanism.
In this paper, the authors modified the SIMBO to make the algorithm further quicker.
As the SIMBO family is faster, it is a better option for searching the basin.
Thus, it is utilized in local searches in developing the proposed memetic algorithms (MAs).
The MA has a faster speed compared to SIMBO with the balance in exploration and exploitation.
So, MAs have small tradeoffs in convergence velocity for comprehensively optimizing the numerical standard benchmark test bed having functions with different properties.
The utilization of SIMBO in the local searching is inherently the exploitation of better characteristics of the algorithms employed for the hybridization.
The developed MA is applied to eliminate the power line interference (PLI) from the biomedical signal ECG with the use of adaptive filter whose weights are optimized by the MA.
The inference signal required for adaptive filter is obtained using the selective reconstruction of ECG from the intrinsic mode functions (IMFs) of empirical mode decomposition (EMD).
American Psychological Association (APA)
Jadhav, Devidas G.& Pattnaik, Shyam S.& Das, Sanjoy. 2014. Memetic Algorithm with Local Search as Modified Swine Influenza Model-Based Optimization and Its Use in ECG Filtering. Journal of Optimization،Vol. 2014, no. 2014, pp.1-22.
https://search.emarefa.net/detail/BIM-1042683
Modern Language Association (MLA)
Jadhav, Devidas G.…[et al.]. Memetic Algorithm with Local Search as Modified Swine Influenza Model-Based Optimization and Its Use in ECG Filtering. Journal of Optimization No. 2014 (2014), pp.1-22.
https://search.emarefa.net/detail/BIM-1042683
American Medical Association (AMA)
Jadhav, Devidas G.& Pattnaik, Shyam S.& Das, Sanjoy. Memetic Algorithm with Local Search as Modified Swine Influenza Model-Based Optimization and Its Use in ECG Filtering. Journal of Optimization. 2014. Vol. 2014, no. 2014, pp.1-22.
https://search.emarefa.net/detail/BIM-1042683
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1042683