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 …

An improved flower pollination algorithm for optimizing layouts of nodes in wireless sensor network

TT Nguyen, JS Pan, TK Dao - Ieee Access, 2019 - ieeexplore.ieee.org
The arrangement of nodes impacts the quality of connectivity and energy consumption in
wireless sensor network (WSN) for prolonging the lifetime. This paper presents an improved …

Enhanced differential crossover and quantum particle swarm optimization for IoT applications

SN Ghorpade, M Zennaro, BS Chaudhari… - IEEE …, 2021 - ieeexplore.ieee.org
An optimized design with real-time and multiple realistic constraints in complex engineering
systems is a crucial challenge for designers. In the non-uniform Internet of Things (IoT) node …

Swarm intelligence-based performance optimization for mobile wireless sensor networks: survey, challenges, and future directions

L Cao, Y Cai, Y Yue - IEEE Access, 2019 - ieeexplore.ieee.org
Network performance optimization has always been one of the important research subjects
in mobile wireless sensor networks. With the expansion of the application field of MWSNs …

CDABC: chaotic discrete artificial bee colony algorithm for multi-level clustering in large-scale WSNs

M Masdari, S Barshande, S Ozdemir - The Journal of Supercomputing, 2019 - Springer
Artificial bee colony or ABC is an interesting meta-heuristic algorithm designed to solve
various continuous optimization problems. However, it cannot be directly applied to solve …

Multi-objective optimization in sensor networks: Optimization classification, applications and solution approaches

M Iqbal, M Naeem, A Anpalagan, NN Qadri, M Imran - Computer Networks, 2016 - Elsevier
A number of the practical scenarios relating to sensor networks are modeled as multi-
objective optimization formulations where multiple desirable objectives compete with each …

A hybrid multi-objective PSO algorithm with local search strategy for VLSI partitioning

W Guo, G Liu, G Chen, S Peng - Frontiers of Computer Science, 2014 - Springer
Very large scale integration (VLSI) circuit partitioning is an important problem in design
automation of VLSI chips and multichip systems; it is an NP-hard combinational optimization …

Binary grey wolf optimisation‐based topology control for WSNs

SN Ghorpade, M Zennaro… - IET Wireless Sensor …, 2019 - Wiley Online Library
Wireless sensor networks (WSNs) are composed of a large number of sensor nodes that are
deployed at target locations. Topology control (TC) is one of the significant fundamental …

Learning automaton based topology control protocol for extending wireless sensor networks lifetime

M Javadi, H Mostafaei, MU Chowdhurry… - Journal of Network and …, 2018 - Elsevier
Energy efficiency is one of the critical challenges in wireless sensor networks because the
nodes in such networks have limited resources. Therefore, they should be managed …

A fair credit-based incentive mechanism for routing in DTN-based sensor network with nodes' selfishness

Y Mao, C Zhou, J Qi, X Zhu - EURASIP Journal on Wireless …, 2020 - Springer
Due to the unguaranteed connectivity, wireless sensor networks based on delay tolerant
network (DTN) are typically characterized by the opportunistic forwarding mechanism in …