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The Characteristics of Multi-Criteria Weight on Ad-Hoc Network with Ant Colony Optimization


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DOI: https://doi.org/10.15866/irecap.v10i4.19282

Abstract


There are many types of weighting methods widely applied in solving multi-criteria problems in various fields of life. This paper analyzes three weighting methods namely rank-sum (RS) weights, Rank Order Centroids (ROC) weights, and equal weights. The three weights are used to find out their performance in the selection of path pairs on multi-criteria ad hoc networks assisted by Ant Colony Optimization (ACO). The multi-criteria are Signal to Noise Ratio (SNR), load variance, and power consumption. The analysis shows that ROC weights have the best performance compared to RS weights and the equal weights based on load variance, power consumption, and path pair criteria. For the SNR criteria, the RS weights and the equal weights have better performance than the ROC weights at the SNR value in the range of 43.1 dB-44 dB. However the SNR value in the range of 44 dB-45 dB then equal weights have the best performance compared to RS weights and ROC weights.
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Keywords


Rank-Sum (RS) Weight; Rank Order

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References


L. Maystre, J. Pictet, and J. Simos, ELECTRE multicriteria methods Description, practical advice and cases of application to environmental management. Presses Polytechniques et Universitaires Romandes, Lausanne, 1994.
https://doi.org/10.1080/03043799408928313

Figueira and B. Roy, Determining the weights of criteria in the ELECTRE type methods with a revised Simos’ procedure European Journal of Operational Research, vol. 139, issue. 2, 2002.
https://doi.org/10.1016/s0377-2217(01)00370-8

D. Pamucar, Z. Stevi´c, and S. Sremac, A New Model for DeterminingWeight Coefficients of Criteria in MCDM Models: Full Consistency Method (FUCOM). Symmetry, vol. 10, issue 9, 2018.
https://doi.org/10.3390/sym10090393

B. Song and S. Kang, A Method of Assigning Weights Using a Ranking and Nonhierarchy Comparison. Advances in Decision Sciences Volume 2016, Article ID 8963214, 2016
https://doi.org/10.1155/2016/8963214

E. Akkas and M. B. Ayhan, A comparative analysis for the criteria of higher education selection. Participatory Educational Research. vol. 5, no. 2, 2018.

Milad Moradian, Vahid Modanloo, Soroush Aghaiee, Comparative analysis of multi criteria decision making techniques for material selection of brake booster valve body, Journal of Traffic and Transportation Engineering (English Edition), Volume 6, Issue 5, 2019, Pages 526-534, ISSN 2095-7564.
https://doi.org/10.1016/j.jtte.2018.02.001

M. D. Vujicic, M. Z. Papic, and M. D. Blagojevic, Comparative Analysis of Objective Techniques for Criteria Weighing in Two MCDM Methods on Example of an Air Conditioner Selection. Tehnika Menadzment vol. 67, no. 3, 2017.
https://doi.org/10.5937/tehnika1703422v

N. Gunantara and G. Hendrantoro,. Multi-Objective Cross Layer Optimization for Selection of Cooperative Path Pairs in Multihop Wireless Ad hoc Networks. Journal of Communications Software and Systems. vol. 9, no. 3, 2013a.
https://doi.org/10.24138/jcomss.v9i3.146

N. Gunantara, N. P. Sastra, and G. Hendrantoro, Cooperative Diversity Path Pairs Selection Protocol with Multi Objective Criterion in Wireless Ad Hoc Networks. International Journal of Applied Engineering Research. vol. 9, no. 23, 2014.
https://doi.org/10.14257/ijmue.2016.11.5.05

N. Gunantara and A. Dharma, Optimal Path Pair Routes through Multi-Criteria Weights in Ad Hoc Network Using Genetic Algorithm. International Journal of Commuication Networks and Information Security (IJCNIS). vol. 9, no. 1, April 2017

Gunantara, N., Sudiarta, P., Antara, I., Multi-Criteria Weights on Ad Hoc Networks Using Particle Swarm Optimization for Optimal Path Pairs, (2018) International Review of Electrical Engineering (IREE), 13 (1), pp. 15-22.
https://doi.org/10.15866/iree.v13i1.14082

N. Gunantara and I D. N. N. Putra, The Characteristics of Metaheuristic Method in Selection of Path Pairs on Multicriteria Ad Hoc Networks. Journal of Computer Networks and Communications vol. 2019, Article ID 7983583
https://doi.org/10.1155/2019/7983583

Mesleh, A., Battery Power Clustering Using Ant Colony Optimization, (2018) International Journal on Communications Antenna and Propagation (IRECAP), 8 (1), pp. 62-70.
https://doi.org/10.15866/irecap.v8i1.13838

Anuradha, S., Raghuram, G., Sreenivasa Murthy, K., Gurunath Reddy, B., Fast Transfer of Packets Through DB Routing Using Ant Colony Optimization, (2018) International Journal on Engineering Applications (IREA), 6 (1), pp. 35-41.
https://doi.org/10.15866/irea.v6i1.15144

Hamid, Z., Musirin, I., Mohamad Kerta, S., An Approach on Non-Discriminatory Losses Charge Allocation for Deregulated Power Market Using Meta-Heuristic-Optimization-Based-Electricity-Tracing (MOET), (2017) International Review of Electrical Engineering (IREE), 12 (2), pp. 121-134.
https://doi.org/10.15866/iree.v12i2.11295

M. M Kasim, H. Ibrahim, and M. S. Bataineh, Multi-criteria decision making methods for determining computer preference index. Journal of Information and Communication Technology, vol. 10, 2011.
https://doi.org/10.32890/jict.10.2011.8115

M. B. Barfod and S. (Eds.) Leleur Multi-criteria decision analysis for use in transport decision making. (2ed.) DTU Lyngby: Technical University of Denmark, Transport, 2014.

M. Saeid, A. A. A. Ghani, and H. Selamat, Rank-Order Weighting of Web Attributes for Website Evaluation. The International Arab Journal of Information Technology, vol. 8, no. 1, 2011.

P. Sureeyatanapas, Comparison of rank-based weighting methods for multi-criteria decision making, KKU Engineering Journal, vol. 43, special issue (S3), 2016.

R. R. Roy, Handbook of Mobile Ad hoc Networks for Mobility Models, Springer, London, 2011

N. Gunantara and G. Hendrantoro, Multi-Objective Cross-Layer Optimization with Pareto Method for Relay Selection in Multihop Wireless Ad hoc Networks, WSEAS Transaction on Communications. vol. 12, issue 3, 2013.
https://doi.org/10.24138/jcomss.v9i3.146

S. M. Hussain, M. Alouini, and M. O. Hasna, Performance analysis of best relay selection scheme for amplify-and-forward cooperative networks in identical Nakagami-m channels, IEEE Eleventh International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2010.
https://doi.org/10.1109/spawc.2010.5671027

J. W. Wong, J. P. Sauve, and J. A. Field, A Study of Fairness in Packet Switching Networks, IEEE Transactions on Communications, vol. 30, no. 2, 1982.

L. Song, Relay Selection for Two-Way Relaying With Amplify-and-Forward Protocols, IEEE Trans. On Vehicular Technology, vol. 60, no. 4, May 2011.
https://doi.org/10.1109/tvt.2011.2123120

N. Gunantara and G. Hendrantoro, Multi-Objective Cross-Layer Optimization for Selection of Cooperative Path Pairs in Multihop Wireless Ad hoc Networks, Journal of Communications Software and Systems, vol. 9, no. 3, September 2013
https://doi.org/10.24138/jcomss.v9i3.146

K. G. Seddik, A. K. Sadek, W. Su, and K. J. R. Liu, Outage Analysis and Optimal Power Allocation for Multinode Relay Networks, IEEE Signal Processing Letters, vol. 14, no. 6, June 2007.
https://doi.org/10.1109/lsp.2006.888424

Multi-Criteria Analysis: A Manual, Department for Communities and Local Government, London, 2009.

M. Dorigo dan T. Stutzle, Ant Colony Optimization, The MIT Press Cambridge, England, 2004.

Prasetyono, E., Mohammad, L., Dwi Murdianto, F., Performance of ACO-MPPT and Constant Voltage Method for Street Lighting Charging System, (2020) International Review of Electrical Engineering (IREE), 15 (3), pp. 235-244.
https://doi.org/10.15866/iree.v15i3.17309

Khamayseh, Y., Bani Yassein, M., Al-Nassan, H., Highly Improved Artificial Bee Colony Scheme to Enhance Coverage and Fault Tolerance in Sensor Networks, (2019) International Journal on Communications Antenna and Propagation (IRECAP), 9 (3), pp. 207-217.
https://doi.org/10.15866/irecap.v9i3.16967


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