Techniques for improving the effectiveness of the SPSA algorithm in dynamic demand calibration.
Bojan KosticGuido GentileConstantinos AntoniouPublished in: MT-ITS (2017)
Keyphrases
- improved algorithm
- dynamic programming
- np hard
- search space
- learning algorithm
- detection algorithm
- optimization algorithm
- computational complexity
- k means
- objective function
- high accuracy
- linear programming
- input data
- computationally efficient
- optimal solution
- cost function
- worst case
- times faster
- preprocessing
- computational cost
- convergence rate
- recognition algorithm
- theoretical analysis
- experimental evaluation
- data structure
- decision trees