Online SVR Training by Solving the Primal Optimization Problem.
Dominik BruggerWolfgang RosenstielMartin BogdanPublished in: J. Signal Process. Syst. (2011)
Keyphrases
- online learning
- support vector regression
- dual variables
- combinatorial optimization
- online training
- nonlinear programming
- discrete optimization
- support vector
- linear programming
- global optimization
- convex optimization problems
- supervised learning
- linear program
- optimization algorithm
- quadratic program
- training process
- quadratic programming
- primal dual
- neural network
- convex programming
- objective function
- real time
- lagrange multipliers
- optimization method
- stochastic gradient descent
- optimization problems
- artificial immune system
- multiple objectives
- convex optimization
- linear programming problems
- least squares
- support vector machine
- dual decomposition
- duality gap
- electronic equipment