A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous Algorithm.
Rajarshi MallikHillol KarguptaPublished in: CIDU (2011)
Keyphrases
- experimental evaluation
- detection algorithm
- learning algorithm
- k means
- prediction error
- improved algorithm
- times faster
- dynamic programming
- computationally efficient
- optimization algorithm
- preprocessing
- np hard
- particle swarm optimization
- distributed systems
- simulated annealing
- matching algorithm
- computational cost
- cost function
- significant improvement
- space complexity
- high accuracy
- convergence rate
- theoretical analysis
- search space
- similarity measure
- expectation maximization
- neural network
- prediction accuracy
- knn
- memory requirements
- computational complexity
- cooperative
- genetic algorithm