scholarly journals Metaheuristic Optimization Algorithms Hybridized With Artificial Intelligence Model for Soil Temperature Prediction: Novel Model

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 51884-51904 ◽  
Author(s):  
Liu Penghui ◽  
Ahmed A. Ewees ◽  
Beste Hamiye Beyaztas ◽  
Chongchong Qi ◽  
Sinan Q. Salih ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Soil Temperature ◽  
Optimization Algorithms ◽  
Temperature Prediction ◽  
Metaheuristic Optimization ◽  
Metaheuristic Optimization Algorithms ◽  
Novel Model

A probabilistic metric for comparing metaheuristic optimization algorithms

2018 ◽  
Vol 70 ◽  
pp. 59-70 ◽  
Author(s):  
Wellison J.S. Gomes ◽  
André T. Beck ◽  
Rafael H. Lopez ◽  
Leandro F.F. Miguel
Keyword(s):  
Optimization Algorithms ◽  
Metaheuristic Optimization ◽  
Probabilistic Metric ◽  
Metaheuristic Optimization Algorithms

scholarly journals Application of metaheuristic optimization algorithms for image registration in mobile robot visual control

2021 ◽  
Vol 18 (2) ◽  
pp. 155-170
Author(s):  
Lazar Djokic ◽  
Aleksandar Jokic ◽  
Milica Petrovic ◽  
Nikola Slavkovic ◽  
Zoran Miljkovic
Keyword(s):  
Image Registration ◽  
Mobile Robot ◽  
Visual Servoing ◽  
Vision System ◽  
Optimization Algorithms ◽  
Laboratory Model ◽  
Metaheuristic Optimization ◽  
Whale Optimization ◽  
Comprehensive Comparison ◽  
Metaheuristic Optimization Algorithms

Visual Servoing (VS) of a mobile robot requires advanced digital image processing, and one of the techniques especially fitting for this complex task is Image Registration (IR). In general, IR involves the geometrical alignment of images, and it can be viewed as an optimization problem. Therefore, we propose Metaheuristic Optimization Algorithms (MOA) for IR in VS of a mobile robot. The comprehensive comparison study of three state-of-the-art MOA, namely the Slime Mould Algorithm (SMA), Harris Hawks Optimizer (HHO), and Whale Optimization Algorithm (WOA) is presented. The previously mentioned MOA used for IR are evaluated on 12 pairs of stereo images obtained by a mobile robot stereo vision system in a laboratory model of a manufacturing environment. The MATLsoftware package is used for the implementation of the considered optimization algorithms. Acquired experimental results show that SMA outperforms HHO and WOA, while all three algorithms perform satisfactory alignment of images captured from various mobile robot poses.

scholarly journals A New Metaheuristic Optimization Algorithms for Brushless Direct Current Wheel Motor Design Problem

2021 ◽  
Vol 67 (2) ◽  
pp. 2227-2242
Author(s):  
M. Premkumar ◽  
R. Sowmya ◽  
Pradeep Jangir ◽  
Kottakkaran Sooppy Nisar ◽  
Mujahed Aldhaifallah
Keyword(s):  
Direct Current ◽  
Design Problem ◽  
Optimization Algorithms ◽  
Metaheuristic Optimization ◽  
Motor Design ◽  
Metaheuristic Optimization Algorithms
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