Development and improvement of a method for determining the worst-case typhoon path for storm surge deviation through Bayesian optimization.
Yoshihiko IdeShinichiro OzakiMasaru YamashiroMitsuyoshi KodamaPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- optimization method
- significant improvement
- constrained optimization
- cost function
- detection method
- optimization algorithm
- worst case
- high accuracy
- theoretical analysis
- back propagation neural network
- experimental evaluation
- support vector machine svm
- decision trees
- classification method
- synthetic data
- support vector machine
- preprocessing
- support vector
- software engineering
- computational cost
- dynamic programming
- combinatorial optimization
- objective function
- neural network
- monte carlo sampling