Energy and Uncertainty: Models and Algorithms for Complex Energy Systems.
Warren B. PowellPublished in: AI Mag. (2014)
Keyphrases
- complex systems
- physical systems
- mathematical models
- energy consumption
- computational cost
- machine learning algorithms
- computationally efficient
- intelligent systems
- theoretical analysis
- computer systems
- failure modes
- optimization problems
- learning models
- probabilistic model
- significant improvement
- computationally intensive
- biological systems
- energy minimization
- computationally expensive
- orders of magnitude
- utility theory
- high level
- data mining
- design choices
- sensing modalities
- machine learning approaches
- energy efficiency
- statistical models
- data mining techniques
- management system
- learning algorithm