Before improving the differential evolution (DE), the premature convergence feature of the differential evolution must be analyzed, which demonstrates that the differential evolution is not able to ...

Evolutionary algorithms, such as differential evolution, excel in solving real-parameter optimization challenges. However, the effectiveness of a single algorithm varies across different problem ...

In the optimization process, approach to optimal value in particle swarm optimization algorithm (PSO) and mutation, hybridization, selection operation in differential evolution algorithm (DE) are ...

Methods for Solving Constrained Single-Objective Optimization Problems This project explores the use of Genetic Algorithms (GA) and Differential Evolution (DE) for solving constrained single-objective ...

Keywords: rock mass mechanical parameters, displacement inversion, uniform test, differential evolution grey wolf algorithm, support vector regression (SVR) Citation: Hou T, Zhou Z, Zhang Y and Zhang ...