WebTo achieve a more stable and efficient SBDD, we propose Reinforced Genetic Algorithm (RGA) that uses neural models to prioritize the profitable design steps and suppress random-walk behavior. The neural models take the 3D structure of the targets and ligands as inputs and are pre-trained using native complex structures to utilize the knowledge ... WebInitial access (IA) is identified as a key challenge for the upcoming 5G mobile communication system operating at high carrier frequencies, and several techniques are currently being proposed. In this paper, we extend our previously proposed efficient genetic algorithm- (GA-) based beam refinement scheme to include beamforming at both the …
Sentence-based undersampling for named entity …
WebOct 15, 2016 · Undersampling based on genetic algorithms. We need parameters that are coded for the optimization problem and a fitness function to evaluate the performance of each chromosome to set up the genetic search environment. The parameters that are coded are composed of two sets. WebThe PSO algorithm and genetic algorithm were used to predict global optimum, and it was inferred that the convergence of the PSO algorithm was very fast and needed less execution time. ... Yu H, Ni J, Zhao J. ACOSampling: An ant colony optimization-based undersampling method for classifying imbalanced DNA microarray data. … long shorts pjs
Undersampling Algorithms for Imbalanced …
WebApr 12, 2024 · This paper proposes a genetic algorithm approach to solve the identical parallel machines problem with tooling constraints in job shop flexible manufacturing systems (JS-FMSs) with the consideration of tool wear. The approach takes into account the residual useful life of tools and allocates a set of jobs with specific processing times and … WebJun 24, 2024 · This problem can be divided into multiple subproblems when an arbitrary value is given to the first decision variable vector. In conventional genetic algorithms (GAs) for the problem, an individual is often expressed … WebApr 10, 2024 · To improve the accuracy of the nonsource temperature calibration method, a new method based on a Gauss–Newton-genetic algorithm (GN-GA) for the nonsource calibration of a multispectral pyrometer is proposed. Based on Planck's law, a temperature–voltage power function model was established based on constraint … long shorts pants cargos