A survey of multi-objective optimization in wireless sensor networks: Metrics, algorithms, and open problems

Z Fei, B Li, S Yang, C Xing, H Chen… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) have attracted substantial research interest, especially in
the context of performing monitoring and surveillance tasks. However, it is challenging to …

Wireless sensor network optimization: Multi-objective paradigm

M Iqbal, M Naeem, A Anpalagan, A Ahmed, M Azam - Sensors, 2015 - mdpi.com
Optimization problems relating to wireless sensor network planning, design, deployment
and operation often give rise to multi-objective optimization formulations where multiple …

Multi-objective optimization in WSN: Opportunities and challenges

O Singh, V Rishiwal, R Chaudhry, M Yadav - Wireless Personal …, 2021 - Springer
Wireless sensor networks (WSNs) plays a significant role in the field of surveillance,
monitoring the real time applications. Regardless its strong ability to handle such tasks, it is …

Multi-objective node deployment in WSNs: In search of an optimal trade-off among coverage, lifetime, energy consumption, and connectivity

S Sengupta, S Das, MD Nasir, BK Panigrahi - Engineering Applications of …, 2013 - Elsevier
The increased demand of Wireless Sensor Networks (WSNs) in different areas of application
have intensified studies dedicated to the deployment of sensor nodes in recent past. For …

Hybrid multi-objective evolutionary algorithms based on decomposition for wireless sensor network coverage optimization

Y Xu, O Ding, R Qu, K Li - Applied Soft Computing, 2018 - Elsevier
Abstract In Wireless Sensor Networks (WSN), maintaining a high coverage and extending
the network lifetime are two conflicting crucial issues considered by real world service …

A survey on WSN issues with its heuristics and meta-heuristics solutions

A Srivastava, PK Mishra - Wireless Personal Communications, 2021 - Springer
A wireless sensor networks (WSN's) has stimulated significant research work among the
researchers in monitoring and tracking tasks. It'sa quite challenging task that needs to cope …

A hybrid multiobjective evolutionary approach for improving the performance of wireless sensor networks

FVC Martins, EG Carrano, EF Wanner… - IEEE Sensors …, 2010 - ieeexplore.ieee.org
The increasing in the demand for Wireless Sensor Networks (WSNs) has intensified studies
which are dedicated to obtain more energy-efficient solutions, since the energy storage …

A Pareto optimization-based approach to clustering and routing in Wireless Sensor Networks

R Elhabyan, W Shi, M St-Hilaire - Journal of Network and Computer …, 2018 - Elsevier
Clustering and routing in WSNs are two well-known optimization problems that are classified
as Non-deterministic Polynomial (NP)-hard. In this paper, we propose a single multi …

MOONGA: multi-objective optimization of wireless network approach based on genetic algorithm

SE Bouzid, Y Seresstou, K Raoof, MN Omri… - IEEE …, 2020 - ieeexplore.ieee.org
In high-density wireless sensor networks, the quality of service in terms of sensing coverage,
connectivity, lifetime, energy consumption and cost is closely linked to the position of the …

Multi-objective energy-efficient dense deployment in wireless sensor networks using a hybrid problem-specific MOEA/D

A Konstantinidis, K Yang - Applied Soft Computing, 2011 - Elsevier
Abstract An energy-efficient Wireless Sensor Network (WSN) design often requires the
decision of optimal locations (deployment) and power assignments of the sensors to be …