13 Papers
9 Citations
Xuming Wang is an academic researcher from Nanjing University of Information Science and Technology. The author has contributed to research in topics: Computer science & Differential evolution. The author has an hindex of 3, co-authored 3 publications.
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Papers
A hybrid algorithm based on grey wolf optimizer and differential evolution for UAV path planning
TL;DR: In this article , a hybrid GWO and differential evolution (HGWODE) algorithm is developed to solve UAV path planning, where the position-updated equation of GWO is improved, which makes alpha, beta, and delta wolves search around the alpha wolf to boost the exploitation.
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Ranking teaching–learning-based optimization algorithm to estimate the parameters of solar models
TL;DR: In this paper , a Ranking Teaching-Learning-Based Optimization (RTLBO) algorithm is proposed to solve the problem of parameter identification in photovoltaic (PV) systems.
20
A modified whale optimization algorithm with multi-strategy mechanism for global optimization problems
TL;DR: A Modified Whale Optimization Algorithm with multi-strategy mechanism, which introduces the elite reverse learning strategy, nonlinear convergence factor, DE/rand/1 mutation strategy and Lévy flight disturbance strategy to improve the efficiency of WOA.
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An Ensemble Differential Evolution for Numerical Optimization
TL;DR: The proposed algorithm utilizes two mutation strategies and randomly combines them to generate trial vectors and improves the convergence rate of DE and maintains diversity of the population.
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Reinforcement learning-based differential evolution algorithm for constrained multi-objective optimization problems
Xiaobing Yu,Pingping Xu,Feng Wang,Xuming Wang +3 more
TL;DR: A Reinforcement Learning-based Multi-Objective Differential Evolution (RLMODE) algorithm is proposed to dynamically adjust parameters for Constrained Multi-Objective Evolutionary Algorithms (CMOEAs), improving performance on 30 functions and a real-world UAV path planning problem.
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