Exponential convergence of distributed optimization for heterogeneous linear multi-agent systems over unbalanced digraphs.
Li LiYang YuXiuxian LiLihua XiePublished in: Autom. (2022)
Keyphrases
- multi agent systems
- multi agent
- distributed search
- distributed information systems
- distributed problem solving
- cooperative
- distributed systems
- linear complexity
- loosely coupled
- faster convergence
- heterogeneous data
- evolutionary multiobjective
- agent technology
- distributed artificial intelligence
- fully distributed
- optimization algorithm
- global convergence
- global optimization
- highly non linear
- quasi newton
- heterogeneous environments
- distributed environment
- distributed data
- multiagent environments
- equivalence classes
- quadratic programming
- heterogeneous networks
- convergence rate
- directed graph
- optimization method
- autonomous agents
- optimization problems
- optimization process
- distributed heterogeneous
- agent systems
- distributed data sources
- optimization methods
- convergence speed
- software agents
- semidefinite
- multi objective evolutionary algorithms
- game theory