Review on Ant Colony and Harmony Search Algorithm in MPLS-MANET Network

B. J. Ambika; M. K. Banga

doi:10.1063/5.0184821

Review on Ant Colony and Harmony Search Algorithm in MPLS-MANET Network

B. J. Ambika^*
, M. K. Banga

^*Corresponding author for this work

School of Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Mobile Ad-hoc networks MANETs) are easy to use because MANET has the set of nodes that are moved randomly within the network which is infrastructure less. The MANET uses Multi-Protocol Label Switching (MPLS) to handle the network's changeable topology. The performance of the network is hampered by the high energy consumption of the network nodes. ACO and HSA are employed to find the best path in this work. There are three key parameters that are taken into account by the fitness function: distance, residual energy, and hops. ACO-HSA approach is used to select the most energy-efficient path for network data transport. The ACO-HSA approach is compared to existing routing protocols in terms of performance. In this proposed work we have focused only on residual energy and residual energy is increased compared to existing work.

Original language	English
Title of host publication	AIP Conference Proceedings
Editors	S. Balamuralitharan, Naziya Begum, Sailesh Iyer, Anuj Kumar
Publisher	American Institute of Physics Inc.
Edition	1
ISBN (Electronic)	9780735448490
DOIs	https://doi.org/10.1063/5.0184821
Publication status	Published - 13-02-2024
Event	1st International Conference on Engineering, Medicine, Management, Arts and Sciences 2021, EMMA 2021 - Virtual, Online, India Duration: 29-12-2021 → 31-12-2021

Publication series

Name	AIP Conference Proceedings
Number	1
Volume	2742
ISSN (Print)	0094-243X
ISSN (Electronic)	1551-7616

Conference

Conference	1st International Conference on Engineering, Medicine, Management, Arts and Sciences 2021, EMMA 2021
Country/Territory	India
City	Virtual, Online
Period	29-12-21 → 31-12-21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

All Science Journal Classification (ASJC) codes

General Physics and Astronomy

Access to Document

10.1063/5.0184821

Cite this

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title = "Review on Ant Colony and Harmony Search Algorithm in MPLS-MANET Network",

abstract = "Mobile Ad-hoc networks MANETs) are easy to use because MANET has the set of nodes that are moved randomly within the network which is infrastructure less. The MANET uses Multi-Protocol Label Switching (MPLS) to handle the network's changeable topology. The performance of the network is hampered by the high energy consumption of the network nodes. ACO and HSA are employed to find the best path in this work. There are three key parameters that are taken into account by the fitness function: distance, residual energy, and hops. ACO-HSA approach is used to select the most energy-efficient path for network data transport. The ACO-HSA approach is compared to existing routing protocols in terms of performance. In this proposed work we have focused only on residual energy and residual energy is increased compared to existing work.",

author = "Ambika, \{B. J.\} and Banga, \{M. K.\}",

note = "Publisher Copyright: {\textcopyright} 2024 American Institute of Physics Inc.. All rights reserved.; 1st International Conference on Engineering, Medicine, Management, Arts and Sciences 2021, EMMA 2021 ; Conference date: 29-12-2021 Through 31-12-2021",

year = "2024",

month = feb,

day = "13",

doi = "10.1063/5.0184821",

language = "English",

series = "AIP Conference Proceedings",

publisher = "American Institute of Physics Inc.",

number = "1",

editor = "S. Balamuralitharan and Naziya Begum and Sailesh Iyer and Anuj Kumar",

booktitle = "AIP Conference Proceedings",

edition = "1",

}

Ambika, BJ & Banga, MK 2024, Review on Ant Colony and Harmony Search Algorithm in MPLS-MANET Network. in S Balamuralitharan, N Begum, S Iyer & A Kumar (eds), AIP Conference Proceedings. 1 edn, 020108, AIP Conference Proceedings, no. 1, vol. 2742, American Institute of Physics Inc., 1st International Conference on Engineering, Medicine, Management, Arts and Sciences 2021, EMMA 2021, Virtual, Online, India, 29-12-21. https://doi.org/10.1063/5.0184821

Review on Ant Colony and Harmony Search Algorithm in MPLS-MANET Network. / Ambika, B. J.; Banga, M. K.
AIP Conference Proceedings. ed. / S. Balamuralitharan; Naziya Begum; Sailesh Iyer; Anuj Kumar. 1. ed. American Institute of Physics Inc., 2024. 020108 (AIP Conference Proceedings; Vol. 2742, No. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Banga, M. K.

PY - 2024/2/13

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N2 - Mobile Ad-hoc networks MANETs) are easy to use because MANET has the set of nodes that are moved randomly within the network which is infrastructure less. The MANET uses Multi-Protocol Label Switching (MPLS) to handle the network's changeable topology. The performance of the network is hampered by the high energy consumption of the network nodes. ACO and HSA are employed to find the best path in this work. There are three key parameters that are taken into account by the fitness function: distance, residual energy, and hops. ACO-HSA approach is used to select the most energy-efficient path for network data transport. The ACO-HSA approach is compared to existing routing protocols in terms of performance. In this proposed work we have focused only on residual energy and residual energy is increased compared to existing work.

AB - Mobile Ad-hoc networks MANETs) are easy to use because MANET has the set of nodes that are moved randomly within the network which is infrastructure less. The MANET uses Multi-Protocol Label Switching (MPLS) to handle the network's changeable topology. The performance of the network is hampered by the high energy consumption of the network nodes. ACO and HSA are employed to find the best path in this work. There are three key parameters that are taken into account by the fitness function: distance, residual energy, and hops. ACO-HSA approach is used to select the most energy-efficient path for network data transport. The ACO-HSA approach is compared to existing routing protocols in terms of performance. In this proposed work we have focused only on residual energy and residual energy is increased compared to existing work.

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Review on Ant Colony and Harmony Search Algorithm in MPLS-MANET Network

Abstract

Publication series

Conference

UN SDGs

All Science Journal Classification (ASJC) codes

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