Streamlining Ocean Dynamics Modeling with Fourier Neural Operators: A Multiobjective Hyperparameter and Architecture Optimization Approach.
Yixuan SunOlaperi Yeside SowunmiRomain EgeleSri Hari Krishna NarayananLuke Van RoekelPrasanna BalaprakashPublished in: CoRR (2024)
Keyphrases
- multi objective
- optimization algorithm
- network architecture
- multiobjective optimization
- multiple objectives
- evolutionary algorithm
- evolutionary multiobjective
- optimum design
- conflicting objectives
- optimization problems
- neural network
- neural architecture
- associative memory
- uniform design
- multi objective optimization
- optimization method
- objective function
- management system
- neural architectures
- neural model
- dynamic model
- mathematical modeling
- multiobjective genetic algorithm
- model selection
- frequency domain
- translation invariant
- multi objective evolutionary algorithms
- particle swarm optimization
- recurrent networks
- trade off
- image reconstruction
- dynamical systems
- genetic algorithm