Learning inexpensive parametric design models using an augmented genetic programming technique.
Peter C. MatthewsDavid W. F. StandingfordCarren M. E. HoldenKen M. WallacePublished in: Artif. Intell. Eng. Des. Anal. Manuf. (2006)
Keyphrases
- genetic programming
- learning models
- learning algorithm
- design principles
- learning process
- design process
- case study
- prior knowledge
- active learning
- online learning
- statistical models
- supervised learning
- inductive inference
- hidden variables
- learning design
- unsupervised learning
- hybrid learning
- accurate models
- multi task
- parameter estimation
- neural network
- knowledge acquisition
- reinforcement learning
- machine learning