Whale Optimization Algorithm(WOA)is widely used in optimization problems because of its simplicity and easy implementation.In this paper,we propose a multi-strategy assisted multi-objective WOA(MSMOWOA)to address feature selection.To enhance the algorithm's search ability,we integrate multiple ...
Multi-objective optimization (MOO)Pareto frontWhale optimization algorithm (WOA)The sink nodes in large-scale wireless sensor networks (LSWSNs) are responsible for receiving and processing the collected data from sensor nodes. Identifying the locations of sink nodes in LSWSNs......
Other popular multi-objective (MO) Algorithms include MO ant lion optimizer (MOALO)43, MO equilibrium optimizer (MOEO)44, MO slime mould algorithm (MOSMA)45, MO arithmetic optimization algorithm (MOAOA)46, non-dominated sorting ions motion algorithm (NSIMO)47, MO marine predator algorithm (MOM...
Furthermore, the moth-flame optimization algorithm obtains better results than the whale optimization algorithm. Naidu et al. [18] used the firefly algorithm to determine the best thresholding to segment images using Shannon and Fuzzy entropies. The DE, PSO and Bat algorithms are used as compared...
Ghobaei-Arani M, Shahidinejad A (2022) A cost-efficient iot service placement approach using whale optimization algorithm in fog computing environment. Expert Syst Appl 200:117012 Article Google Scholar Arora U, Singh N (2021) Iot application modules placement in heterogeneous fog-cloud infrastruct...
Many real-world engineering problems need to balance different objectives and can be formatted as multi-objective optimization problem. An effective multi-objective algorithm can achieve a set of optimal solutions that can make a tradeoff between different objectives, which is valuable to further explore...
Xu et al. [27] presented an intrusion detection model based on multi-objective feature selection using a binary whale optimization algorithm. The paper utilized four datasets from the UCI database. For dataset 1, the algorithm obtained 98.49% accuracy using less than half i.e. 5 features. Al...
(TS)problem into an NP-hard optimization issue.In this paper,Hybrid Prairie Dog and Beluga Whale Optimization Algorithm(HPDBWOA)is propounded for precise mapping of tasks to virtual machines with the due objective of addressing the dynamic nature of cloud environment.This capability of HPDBWOA ...
The team used polynomial fitting technology to construct the objective function, and then integrated fuzzy adjustments on the basis of the multi-objective whale optimization algorithm to form a fuzzy adjusted multi-objective Whale optimization algorithm (FTMOWOA), optimize the load and hydrogen ...
Optimal siting of capacitors in radial distribution network using whale optimization algorithm. Alexandria Eng J 2017;56:499–509. https://doi.org/10.1016/j.aej.2016.10.002.Search in Google Scholar 8. Su, C-T, Chang, C-F, Chiou, J-P. Optimal capacitor placement in distribution systems ...