A Consensus-State-Aware Adaptive Algorithm for Tuning CSMA Parameters in Multi-Agent Networks.
Mengdan LeiXianghui CaoGongpu ChenChangyin SunPublished in: ISIE (2019)
Keyphrases
- learning algorithm
- significant improvement
- times faster
- parameter tuning
- multi agent
- state variables
- search space
- preprocessing
- np hard
- parameter settings
- computational cost
- expectation maximization
- input data
- social networks
- maximum likelihood
- parameter selection
- detection algorithm
- worst case
- experimental evaluation
- simulated annealing
- segmentation algorithm
- optimization algorithm
- computational complexity
- optimal solution
- particle swarm optimization
- clustering method
- kalman filter
- convergence rate
- dynamic programming
- similarity measure
- optimal parameters
- levenberg marquardt
- initial estimates