Distributed Optimization for Quadratic Cost Functions over Large-Scale Networks with Quantized Communication and Finite-Time Convergence.
Apostolos I. RikosAndreas GrammenosEvangelia KalyvianakiChristoforos N. HadjicostisThemistoklis CharalambousKarl Henrik JohanssonPublished in: CoRR (2023)
Keyphrases
- cost function
- communication overhead
- communication cost
- computer networks
- distributed control
- optimization problems
- weighted constraint satisfaction
- global convergence
- fully distributed
- distributed systems
- faster convergence
- peer to peer networks
- objective function
- globally convergent
- global knowledge
- evolutionary multiobjective
- distributed computation
- distributed environment
- cooperative
- optimization algorithm
- quasi newton
- global optimization
- spatially distributed
- distributed network
- complex networks
- sequential quadratic programming
- search space reduction
- optimization method
- convergence rate
- network structure
- single point of failure
- concurrent processes
- network analysis
- constrained optimization
- multimedia communication
- community detection
- optimization methods
- multi robot
- multi robot coordination
- finite number