A relatively new algorithm motivated by the social hierarchy and hunting behavior of grey wolves is Grey Wolf Optimizer (GWO), which is having least dependency on the control parameters. In the basic GWO, 50% of the iterations are reserved for exploration and others for exploitation. The ...
The grey wolf optimizer (GWO) is a novel type of swarm intelligence optimization algorithm. An improved grey wolf optimizer (IGWO) with evolution and elimination mechanism was proposed so as to achieve the proper compromise between exploration and exploitation, further accelerate the convergence and i...
In this article, an Improved Grey Wolf Optimizer (I-GWO) is proposed for solving global optimization and engineering design problems. This improvement is proposed to alleviate the lack of population diversity, the imbalance between the exploitation and exploration, and premature convergence of the GWO...
Crow search algorithm (CSA) mainly solves optimization problems. In high-dimensional optimization problems, CSA searches with moves toward the wrong crows’ hiding position. Solving the problems of the CSA algorithm, this paper proposes an improved CSA w
& Bai, L. An improved whale algorithm and its application in truss optimization. J. Bionic Eng. 18(3), 721–732 (2021). Article CAS Google Scholar Sm, A., Smm, B. & Al, A. Grey wolf optimizer. Adv. Eng. Softw. 69, 46–61 (2014). Article Google Scholar Karaboga, D. &...
An enhanced multi-objective grey wolf optimizer for service composition in cloud manufacturing - ScienceDirect Cloud manufacturingService compositionMulti-objective... YY A,YA Bo,SW A,... - 《Applied Soft Computing》 被引量: 0发表: 0年 QoS and energy consumption aware service composition and opti...
Therefore, we propose an improved Multiobjective Grey Wolf Optimizer related to Kalman filtering and reinforcement learning (MKGWO) in this paper. The main innovation of the algorithm is that Kalman filter facilitates the convergence from solution set to Pareto optimal front end introduced into the ...
An improved grey wolf optimizer algorithm integrated with Cuckoo Search Grey Wolf Optimizer (GWO) is a new meta-heuristic optimization. It is inspired by the unique predator strategy and organization system of grey wolves. Sinc... X Hui,L Xiang,J Su - IEEE 被引量: 3发表: 2017年 Protein ...
Wang, J.S., Li, S.X.: An improved Grey Wolf optimizer based on differential evolution and elimination mechanism. Sci. Rep. 9(1), 1–21 (2019). https://doi.org/10.1038/s41598-019-43546-3 Article MathSciNet Google Scholar Mistry, K.D., Roy, R.: Enhancement of loading capacity ...
An improved grey wolf optimizer for solving engineering problems. Expert Syst. Appl. 166, 113917 (2021). Article Google Scholar Malathi S, Raj Y, Arockia K, et al. Prediction of cardiovascular disease using deep learning algorithms to prevent COVID-19. J. Exp. Theor. Artif. Intell. 1...