Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam.
Dieu Tien BuiBinh Thai PhamQuoc Phi NguyenNhat-Duc HoangPublished in: Int. J. Digit. Earth (2016)
Keyphrases
- differential evolution
- least squares support vector machine
- optimization algorithm
- optimization method
- ls svm
- parameter optimization
- evolution strategy
- evolutionary algorithm
- global optimization problems
- prediction model
- differential evolution algorithm
- real coded
- convergence speed
- particle swarm optimization pso
- mutation operator
- genetic algorithm
- particle swarm
- particle swarm optimization
- optimization problems
- multi objective
- solving global optimization problems
- premature convergence
- hybrid algorithm
- least squares
- global optimization
- global search
- crossover operator
- optimization model
- support vector machine
- optical flow