Development of a hybrid machine-learning and optimization tool for performance-based solar shading design.
Maryam DaneshiReza Taghavi FardZahra Sadat ZomorodianMohammad TahsildoostPublished in: CoRR (2022)
Keyphrases
- machine learning
- design process
- design tools
- design principles
- knowledge based systems
- case study
- product design
- pattern recognition
- knowledge engineering
- knowledge acquisition
- learning algorithm
- optimal design
- modeling tool
- product development
- software design
- conceptual design
- information system development
- object oriented
- optimization algorithm
- computer vision
- artificial intelligence
- feature selection
- data mining
- intelligent software
- optimum design
- design space exploration
- design rationale
- genetic algorithm
- rapid prototyping
- decision trees
- data analysis
- information extraction
- engineering design
- optimization problems
- global optimization
- learning systems