Predicting load on ground anchor using a metaheuristic optimized least squares support vector regression model: a Taiwan case study.
Min-Yuan ChengMinh-Tu CaoPo-Kun TsaiPublished in: J. Comput. Des. Eng. (2021)
Keyphrases
- regression model
- metaheuristic
- least squares
- support vector
- support vector regression
- ant colony optimization
- simulated annealing
- optimization problems
- ls svm
- tabu search
- scatter search
- regression methods
- model selection
- regression analysis
- path relinking
- search space
- genetic algorithm
- particle swarm optimization
- combinatorial optimization
- linear model
- prediction model
- generalized linear models
- linear regression
- optimal solution
- logistic regression
- cross validation
- iterated local search
- support vector machine
- kernel function
- gaussian process
- loss function
- interval valued data
- semi parametric
- vehicle routing problem
- classification accuracy
- guided local search
- feature selection
- benchmark instances
- variable neighborhood search
- multi start
- optical flow
- linear regression models
- set of benchmark instances
- search procedure
- hyperparameters
- explanatory variables