Multi-Objective Evolutionary Algorithm Based on Decomposition for Energy Efficient Coverage in Wireless Sensor Networks
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Publication Date
Sat Sep 27 2014
Journal Name
Soft Computing
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Publication Date
Sun Dec 01 2019
Journal Name
Applied Soft Computing
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Publication Date
Sun Nov 01 2020
Journal Name
2020 2nd Annual International Conference On Information And Sciences (aicis)
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Publication Date
Thu Dec 01 2011
Journal Name
Swarm And Evolutionary Computation
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Publication Date
Sun Feb 25 2024
Journal Name
Baghdad Science Journal
An Improved Cuckoo Search Algorithm for Maximizing the Coverage Range of Wireless Sensor Networks
cuckoo search algorithm
dimension-by-dimension update
opposition-based learning
wireless sensor network
PSO operator
The issue of increasing the range covered by a wireless sensor network with restricted sensors is addressed utilizing improved CS employing the PSO algorithm and opposition-based learning (ICS-PSO-OBL). At first, the iteration is carried out by updating the old solution dimension by dimension to achieve independent updating across the dimensions in the high-dimensional optimization problem. The PSO operator is then incorporated to lessen the preference random walk stage's imbalance between exploration and exploitation ability. Exceptional individuals are selected from the population using OBL to boost the chance of finding the optimal solution based on the fitness value. The ICS-PSO-OBL is used to maximize coverage in WSN by converting r
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Publication Date
Sun Jul 01 2012
Journal Name
Applied Soft Computing
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Publication Date
Mon Jan 28 2019
Journal Name
Soft Computing
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Publication Date
Wed Nov 12 2014
Journal Name
Wireless Personal Communications
A Multi-objective Disjoint Set Covers for Reliable Lifetime Maximization of Wireless Sensor Networks
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(14)
Publication Date
Sun Mar 01 2020
Journal Name
Computer Networks
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Publication Date
Sat May 19 2012
Journal Name
Wireless Personal Communications
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