Quantized Distributed Nonconvex Optimization with Linear Convergence.
Lei XuXinlei YiJiayue SunYang ShiKarl Henrik JohanssonTao YangPublished in: CDC (2022)
Keyphrases
- optimization problems
- global optimization
- mathematical program
- globally convergent
- distributed systems
- nonlinear programming
- global convergence
- evolutionary multiobjective
- nonlinear optimization problems
- autonomy oriented computing
- optimization algorithm
- stationary points
- faster convergence
- optimization process
- objective function
- multi agent
- peer to peer
- convergence rate
- cooperative
- mathematical programming
- lightweight
- quadratic programming
- quasi newton
- highly non linear
- line search
- optimization method
- distributed environment
- faster convergence rate
- number of iterations required
- gauss seidel
- differential evolution
- convergence analysis
- computer networks
- variational inequalities
- neural network
- convergence speed
- optimization methods
- convex optimization