Minimizing Convergence Error in Multi-Agent Systems Via Leader Selection: A Supermodular Optimization Approach.
Andrew ClarkBasel AlomairLinda BushnellRadha PoovendranPublished in: IEEE Trans. Autom. Control. (2014)
Keyphrases
- multi agent systems
- combinatorial optimization
- faster convergence
- optimization problems
- fine tuning
- error rate
- multi agent
- global optimization
- global convergence
- optimization algorithm
- evolutionary multiobjective
- quasi newton
- convergence rate
- optimization method
- intelligent agents
- agent systems
- working set
- error propagation
- error analysis
- optimization model
- agent architecture
- convergence speed
- selection algorithm
- cooperative
- coalition formation
- error detection
- agent technology
- multi objective evolutionary algorithms
- optimization criteria
- line search
- optimal selection
- number of iterations required
- faster convergence rate