Online Learning for IoT Optimization: A Frank-Wolfe Adam-Based Algorithm.
Mingchuan ZhangYangfan ZhouWei QuanJunlong ZhuRuijuan ZhengQingtao WuPublished in: IEEE Internet Things J. (2020)
Keyphrases
- online learning
- optimization algorithm
- preprocessing
- dynamic programming
- optimal solution
- k means
- times faster
- stochastic gradient
- improved algorithm
- recognition algorithm
- optimization method
- cost function
- computational complexity
- management system
- worst case
- segmentation algorithm
- experimental evaluation
- significant improvement
- convergence rate
- search space
- high accuracy
- computational cost
- expectation maximization
- levenberg marquardt
- objective function