Toward a robust multi-objective metaheuristic for solving the relay node placement problem in wireless sensor networks

JM Lanza-Gutiérrez, N Caballé, JA Gómez-Pulido… - Sensors, 2019 - mdpi.com
… [39] proposed two algorithms for relay node placement in ST-WSNs, providing k-connectivity
of the sensor nodes, where the first algorithm is a Genetic Algorithm (GA) and the second …

Relay node placement techniques in wireless sensor networks

A Verma, V Ranga, S Angra - 2015 international conference on …, 2015 - ieeexplore.ieee.org
… However, these algorithms cannot be directly applied to sensor networks … of relay node
placement techniques. Section III, deals with the meta-heuristics based relay node placement

[PDF][PDF] A swarm-based meta-heuristic for relay nodes placement in wireless sensor networks

Y Xu, Y Xiao, Q Sun - Int. J. Innov. Comput. Inf. Control, 2019 - ijicic.org
… In the second category, meta-heuristics are used to address the problem. … In this paper,
the single-tiered minimum relay nodes placement problem in two-dimensional Euclidean space …

[PDF][PDF] Clustered Relay Node Placement for WSN through Metaheuristics Algorithm.

NR Amgoth, RN Bhukya, ND Lavadya - International Journal of Intelligent …, 2020 - inass.org
algorithm and relay node placement algorithm through Genetic Algorithm and Firefly Algorithm
… energy consumption of CH as well as Cluster node and at the optimization through GA, …

A multi-objective metaheuristics study on solving constrained relay node deployment problem in WSNS

W Yu, X Li, H Yang, B Huang - Intelligent Automation & Soft …, 2017 - Taylor & Francis
… A GA-based approach for fault tolerant relay node placement in wireless sensor networks.
In Proceedings of the Third International Conference on Computer, Communication, Control …

Towards optimal wireless sensor network lifetime in three dimensional terrains using relay placement metaheuristics

NT Tam, HTT Binh, VT Dat, PN Lan - Knowledge-Based Systems, 2020 - Elsevier
… additional relay nodes. This paper considers the problem of optimal relay node placement
for … an algorithm based on maximum flow and binary search. We then propose a local search …

Assuming multiobjective metaheuristics to solve a three-objective optimisation problem for relay node deployment in wireless sensor networks

JM Lanza-Gutierrez, JA Gomez-Pulido - Applied Soft Computing, 2015 - Elsevier
… This paper deals with how to efficiently deploy energy-harvesting Relay Nodes in previously
… This is the so-called Relay Node Placement Problem (RNPP). The following contributions …

Meta-heuristic solution for relay nodes placement in constrained environment

G Kumar, V Ranga - 2017 Tenth International Conference on …, 2017 - ieeexplore.ieee.org
… Ranga, “Meta-heuristics for relay node placement problem in wireless sensor networks,” in
Parallel, Distributed and Grid Computing (PDGC), 2016 Fourth International Conference on. …

Optimal placement of relay nodes in wireless sensor network using artificial bee colony algorithm

HA Hashim, BO Ayinde, MA Abido - Journal of Network and Computer …, 2016 - Elsevier
relay nodes by virtue of their relative positions to the sink. It must be remarked that the relay
nodes … This is because they relay data to the sink on behalf of other nodes more often than …

Studying the multiobjective variable neighbourhood search algorithm when solving the relay node placement problem in Wireless Sensor Networks

JM Lanza-Gutierrez, JA Gomez-Pulido - Soft Computing, 2016 - Springer
… In this paper, we study how to deploy relay nodes into previously established static T-WSNs, …
so-called relay node placement problem (RNPP). To this end, we consider metaheuristics, …