Optimal Placement of DGs in Distribution System Using an Improved Harris Hawks Optimizer Based on Single- and Multi-Objective Approaches [PDF]
IEEE Access, 2020 In this paper, improved single- and multi-objective Harris Hawks Optimization algorithms, called IHHO and MOIHHO, respectively are proposed and applied for determining the optimal placement of distribution generation (DG) in the radial distribution ...
Ali Selim, Salah Kamel, Ali S Alghamdi
exaly +4 more sources
Modified Harris Hawks optimizer for feature selection and support vector machine kernels [PDF]
, 2023 The support vector machine (SVM), one of the most effective learning algorithms, has many real-world applications. The kernel type and its parameters have a significant impact on the SVM algorithm's effectiveness and performance.
Jalil Mazher, Wamidh +2 more
core +5 more sources
A hybrid algorithm of grey wolf optimizer and harris hawks optimization for solving global optimization problems with improved convergence performance [PDF]
Scientific Reports, 2023 The grey wolf optimizer is an effective and well-known meta-heuristic algorithm, but it also has the weaknesses of insufficient population diversity, falling into local optimal solutions easily, and unsatisfactory convergence speed. Therefore, we propose
Binbin Tu +3 more
doaj +2 more sources
Unveiling the IoT's dark corners: anomaly detection enhanced by ensemble modelling [PDF]
AutomatikaThe growing Internet of Things (IoT) landscape requires robust security; traditional rule-based systems are insufficient, driving the integration of machine learning (ML) for effective intrusion detection.
Jisha Jose, J. E. Judith
doaj +3 more sources
Damage identification in steel plate using FRF and inverse analysis [PDF]
Fracture and Structural Integrity, 2021 Metaheuristic algorithms have known vast development in recent years. And their applicability in engineering projects is constantly growing; however, their deferent exploration and exploitation techniques cause the engineering problems to favor some ...
Samir Khatir +6 more
doaj +3 more sources
Application of metaheuristic optimization algorithms for image registration in mobile robot visual control [PDF]
Serbian Journal of Electrical Engineering, 2021 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
Đokić Lazar +4 more
doaj +6 more sources
Hierarchical Harris hawks optimizer for feature selection
Journal of Advanced Research, 2023 Introduction: The main feature selection methods include filter, wrapper-based, and embedded methods. Because of its characteristics, the wrapper method must include a swarm intelligence algorithm, and its performance in feature selection is closely ...
Lemin Peng +2 more
exaly +3 more sources
A hybrid Harris Hawks optimizer for economic load dispatch problems
AEJ - Alexandria Engineering Journal, 2023 This paper proposes a hybridized version of the Harris Hawks Optimizer (HHO) with adaptive-hill-climbing optimizer to tackle economic load dispatch (ELD) problems.
Iyad Abu Doush +2 more
exaly +3 more sources
Solar-Based DG Allocation Using Harris Hawks Optimization While Considering Practical Aspects [PDF]
, 2021 The restructuring of power systems and the ever-increasing demand for electricity have given rise to congestion in power networks. The use of distributed generators (DGs) may play a significant role in tackling such issues.
Chakraborty, Suprava +5 more
core +3 more sources
Results in EngineeringTo boost the use of renewable energy sources while maintaining reliability and affordability, Multi-source renewable and sustainable energy systems must be optimally sized.
Djamel Eddine Sifou +7 more
doaj +2 more sources