Universal Approximation by Using the Correntropy Objective Function.
Mojtaba NayyeriHadi Sadoghi YazdiAlaleh MaskookiModjtaba RouhaniPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- objective function
- convex functions
- optimal solution
- real time
- multi objective
- optimization problems
- constrained optimization
- lower bound
- efficient computation
- weighted sum
- quadratic optimization
- error bounds
- approximation error
- approximation methods
- linear programming
- probabilistic model
- cost function
- stationary points
- error tolerance
- sequence prediction
- continuous functions
- decision variables
- feasible solution
- closed form
- high dimensional data
- support vector