Optimization and Prediction of Different Building Forms for Thermal Energy Performance in the Hot Climate of Cairo Using Genetic Algorithm and Machine Learning.
Amany KhalilAnas M. Hosney LilaNouran AshrafPublished in: Comput. (2023)
Keyphrases
- genetic algorithm
- machine learning
- optimization method
- parameter optimization
- real coded
- immune genetic algorithm
- optimization algorithm
- infrared
- prediction error
- evolutionary computing
- multi population
- prediction algorithm
- evolution strategy
- air temperature
- prediction accuracy
- optimization problems
- machine learning methods
- energy consumption
- optimization approaches
- prediction model
- statistical methods
- weather prediction
- genetic algorithm ga
- metaheuristic
- fuzzy logic
- supervised learning
- multi objective
- support vector machine
- radial basis function neural network
- long term
- information extraction
- evolutionary algorithm
- decision trees
- combinatorial optimization
- differential evolution
- knowledge acquisition
- machine learning algorithms
- fitness function
- data mining
- learning classifier systems
- artificial neural networks
- feature selection
- distribution network
- learning algorithm
- evolutionary strategy
- energy saving
- global search
- constrained optimization
- multi objective optimization
- simulated annealing
- text classification
- neural network
- ant colony optimization