Simplified Gradient-Zeroing Neuronet for Temporally-Variant Convex Objective Function Minimization.
Qianlong YuFan ChenMingzhi MaoYunong ZhangPublished in: ISNN (2024)
Keyphrases
- objective function
- convex functions
- quadratic function
- quasiconvex
- feasible set
- stationary points
- linear program
- spatio temporal
- quasi newton method
- linear programming
- piecewise linear
- lower bound
- temporal information
- convex optimization
- optimal solution
- greedy algorithm
- optimization problems
- edge detection
- weighted sum
- regularization term
- global optimality
- constrained optimization
- efficient optimization
- piecewise constant
- convex relaxation
- gradient information
- convex hull
- strictly convex
- steepest descent method
- cost function
- risk minimization
- gradient direction
- convex sets
- constrained minimization
- primal dual
- global optimum
- gradient field
- feasible solution
- fixed point