A decentralized federated learning based interoperable and heterogeneity aware predictive optimization method for energy and comfort in smart homes environment.
Rongxu XuSalabat KhanWenquan JinAnam Nawaz KhanQazi Waqas KhanSunhwan LimDo Hyeun KimPublished in: Appl. Soft Comput. (2024)
Keyphrases
- optimization method
- smart home
- learning algorithm
- genetic algorithm
- optimization methods
- simulated annealing
- optimization algorithm
- learning process
- real time
- metaheuristic
- optimization procedure
- evolutionary algorithm
- active learning
- source code
- multi agent
- energy consumption
- differential evolution
- web services
- computer vision
- artificial intelligence
- home automation