"Second-Order Primal" + "First-Order Dual" Dynamical Systems With Time Scaling for Linear Equality Constrained Convex Optimization Problems.
Xin HeRong HuYa-Ping FangPublished in: IEEE Trans. Autom. Control. (2022)
Keyphrases
- dynamical systems
- convex optimization problems
- primal dual
- dual variables
- linear systems
- convex optimization
- higher order
- linear programming
- interior point methods
- dual formulation
- difference equations
- differential equations
- linear program
- optimization problems
- nonlinear dynamical systems
- state space
- learning problems
- convergence rate
- linear quadratic
- first order logic
- approximation algorithms
- np hard
- total variation
- quadratic programming
- semidefinite programming
- dynamic programming
- evolutionary algorithm
- predictive state representations
- genetic algorithm
- energy function
- sufficient conditions
- high dimensional