ASY-SONATA: Achieving Linear Convergence in Distributed Asynchronous Multiagent Optimization.
Ye TianYing SunGesualdo ScutariPublished in: Allerton (2018)
Keyphrases
- multi agent
- cooperative
- distributed constraint satisfaction
- global convergence
- distributed constraint optimization
- multiagent systems
- faster convergence
- quadratic programming
- optimization algorithm
- fault tolerant
- intelligent agents
- autonomous agents
- optimization method
- distributed systems
- optimization problems
- semidefinite
- convergence rate
- highly non linear
- quasi newton
- gauss seidel
- evolutionary multiobjective
- single agent
- multi agent systems
- iterative algorithms
- constrained optimization
- reinforcement learning
- convergence analysis
- asynchronous communication
- global optimization
- distributed environment
- combinatorial optimization
- least squares
- shift register
- faster convergence rate
- objective function