MOPINNs: an evolutionary multi-objective approach to physics-informed neural networks.
Taco de WolffHugo Carrillo LincopiLuis MartíNayat Sánchez PiPublished in: GECCO Companion (2022)
Keyphrases
- multi objective
- neural network
- genetic algorithm
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- particle swarm optimization
- pattern recognition
- multiobjective optimization
- computer science
- objective function
- evolutionary optimization
- multi objective optimization problems
- artificial intelligence
- back propagation
- multiple objectives
- nsga ii
- bi objective
- multi criteria
- multi objective evolutionary
- computational intelligence
- artificial neural networks
- neural network model
- fuzzy logic
- conflicting objectives
- optimum design
- multiobjective evolutionary algorithm
- multi objective optimisation
- search algorithm
- fuzzy systems
- neural nets
- recurrent neural networks
- activation function
- rule extraction
- self organizing maps