Improving POF Quality in Multi Objective Optimization of Analog ICs via Deep Learning.
Tugberk Ogulcan ÇakiciGamze IslamogluSeyda Nur GüzelhanEngin AfacanGünhan DündarPublished in: ECCTD (2020)
Keyphrases
- multi objective optimization
- deep learning
- multi objective
- evolutionary algorithm
- unsupervised learning
- genetic algorithm
- machine learning
- unsupervised feature learning
- bi objective
- pareto optimal
- differential evolution
- nsga ii
- multi objective optimization problems
- weakly supervised
- multi objective genetic algorithm
- multi objective evolutionary algorithms
- deep architectures
- optimization algorithm
- optimization problems
- multiple objectives
- mental models
- objective function
- pareto frontier
- data mining