The Characteristics of Metaheuristic Method in Selection of Path Pairs on Multicriteria Ad Hoc Networks
Joint Authors
Gunantara, Nyoman
Nurweda Putra, I Dewa Nyoman
Source
Journal of Computer Networks and Communications
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-01-06
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Information Technology and Computer Science
Abstract EN
This research analyzes the metaheuristic methods, that is, ant colony optimization (ACO), genetic algorithm (GA), and particle swarm optimization (PSO), in the selection of path pairs on multicriteria ad hoc network.
Multicriteria used are signal-to-noise ratio (SNR), load variance, and power consumption.
Analysis of the simulation result is done as follows: first, in terms of computing time, the ACO method takes the most time compared with GA and PSO methods.
Second, in terms of multicriteria performance, i.e., the performance of SNR, load variance, and power consumption, the GA method shows the same value in each repetition.
It is different from ACO and PSO that show varying values.
Finally, the selection of the path pairs by the GA method indicates the pairs of the path that are always the same as by the ACO and PSO methods indicate those that vary.
American Psychological Association (APA)
Gunantara, Nyoman& Nurweda Putra, I Dewa Nyoman. 2019. The Characteristics of Metaheuristic Method in Selection of Path Pairs on Multicriteria Ad Hoc Networks. Journal of Computer Networks and Communications،Vol. 2019, no. 2019, pp.1-6.
https://search.emarefa.net/detail/BIM-1172376
Modern Language Association (MLA)
Gunantara, Nyoman& Nurweda Putra, I Dewa Nyoman. The Characteristics of Metaheuristic Method in Selection of Path Pairs on Multicriteria Ad Hoc Networks. Journal of Computer Networks and Communications No. 2019 (2019), pp.1-6.
https://search.emarefa.net/detail/BIM-1172376
American Medical Association (AMA)
Gunantara, Nyoman& Nurweda Putra, I Dewa Nyoman. The Characteristics of Metaheuristic Method in Selection of Path Pairs on Multicriteria Ad Hoc Networks. Journal of Computer Networks and Communications. 2019. Vol. 2019, no. 2019, pp.1-6.
https://search.emarefa.net/detail/BIM-1172376
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1172376