Momentum-Based Distributed Continuous-Time Nonconvex Optimization of Nonlinear Multi-Agent Systems via Timescale Separation.
Zhenghong JinChoon Ki AhnJiawen LiPublished in: IEEE Trans. Netw. Sci. Eng. (2023)
Keyphrases
- multi agent systems
- multi agent
- optimization problems
- global optimization
- agent technology
- distributed problem solving
- cooperative
- optimization algorithm
- distributed systems
- nonlinear programming
- markov chain
- multiagent environments
- agent systems
- autonomous agents
- mobile agents
- convex optimization
- software agents
- neural network
- intelligent agents
- distributed environment
- learning rate
- particle swarm optimization
- stochastic processes
- dynamic programming
- quadratic program
- objective function
- stochastic differential equations
- sequential quadratic programming
- agent architecture
- quadratic programming
- nonlinear functions
- peer to peer
- markov processes
- distributed search