A Constrained Optimization Approach to Preserving Prior Knowledge During Incremental Training.
Silvia FerrariMark JenseniusPublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- constrained optimization
- prior knowledge
- objective function
- constrained optimization problems
- constraint handling
- unconstrained optimization
- penalty function
- augmented lagrangian
- lagrange multipliers
- interval analysis
- closed form solutions
- neural network
- evolutionary algorithm
- training samples
- optimal design
- lagrange multiplier method