Whale optimization algorithm (WOA)This study enhances the localization of stationary pollutant sources with time-varying release rates in indoor environments with weak airflow, addressing limitations of previous methods that were only effective for constantly released sources and dependent on concentration ...
Notable examples include grey wolf optimization (GWO)51, whale optimization algorithm (WOA)52, satin bowerbird optimizer (SBO)53, emperor penguin optimizer (EPO)54, squirrel search algorithm (SSA) 55, harris hawks optimization (HHO)56, red deer algorithm (RDA)57, tuna swarm optimization (TSO)...
First of all, twenty-three benchmark functions tested the enhanced whale optimization algorithm (EWOA). Then the statistical results of EWOA compared with the results of other algorithms (WOA, salp swarm algorithm (SSA), enhanced SSA (ESSA), grey wolf optimizer (GWO), augmented GWO (AGWO),...
Whale Optimization Algorithm (WOA), as a newly proposed swarm-based algorithm, has gradually become a popular approach for optimization problems in various engineering fields. However, WOA suffers from the poor balance of exploration and exploitation, and premature convergence. In this paper, a new ...
In the past decade, swarm-based metaheuristic algorithms have seen rapid development, with new algorithms continually emerging. Notable examples include grey wolf optimization (GWO)51, whale optimization algorithm (WOA)52, satin bowerbird optimizer (SBO)53, emperor penguin optimizer (EPO)54, squirrel ...
Support vector machineA hybrid novel meta-heuristic optimization algorithm termed Whale Optimization Algorithm (WOA) and Support Vector Machines (SVMs) to obtain an Electroencephalogram (EEG) classification approach was proposed here in this paper for automatic seizure detection termed WOA-SVM. In the ...
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Hybrid Flying Foxes and Enhanced Whale Algorithm‐Based Cluster Optimization Method for Efficient Stable Routing in Vehicular Ad Hoc Networks (VANETs) doi:10.1002/dac.70076International Journal of Communication SystemsGopinath, N.Chinnasamy, A.Kumar, T.Sathies...
In this study, first, an enhanced whale optimization algorithm named E-WOA (E-WOA) is proposed and then the binary variant of E-WOA named BE-WOA is developed to select effective features from medical data. The E-WOA introduces a pooling mechanism and three efficient search strategies named ...
Aiming at the problems such as slow search speed, low optimization accuracy, and premature convergence of standard seagull optimization algorithm, an enhan