Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SA.
Yixuan ZhangDongyan HuoYudong ChenQiaomin XiePublished in: CoRR (2024)
Keyphrases
- steady state
- step size
- convergence rate
- convergence speed
- quasi newton
- faster convergence
- newton method
- markov chain
- simulated annealing
- operating conditions
- global convergence
- cost function
- fixed point
- explicit expressions
- global optimum
- queue length
- product form
- pso algorithm
- variational inequalities
- particle swarm optimization
- state dependent
- convergence analysis
- approximate dynamic programming
- queueing model
- steady states
- queueing networks
- primal dual
- arrival rate
- regularized least squares
- image processing
- differential evolution
- stationary distribution
- service times
- heavy traffic
- control strategy
- genetic regulatory networks
- single server queue
- state space
- optimal solution