Enhanced analog and RF IC sizing methodology using PCA and NSGA-II optimization kernel.
Tiago PessoaNuno LourençoRicardo MartinsRicardo PovoaNuno HortaPublished in: DATE (2018)
Keyphrases
- nsga ii
- evolutionary multiobjective
- optimization problems
- multi objective
- optimization algorithm
- multiobjective optimization
- uniform design
- multi objective evolutionary algorithms
- evolutionary algorithm
- multi objective optimization
- pareto optimal
- test problems
- principal component analysis
- multi objective genetic algorithm
- multiobjective evolutionary algorithm
- kernel pca
- feature space
- principle component analysis
- multi objective differential evolution
- evolutionary multiobjective optimization
- multiple objectives
- multi objective optimization problems
- test functions
- power losses
- differential evolution
- optimal solution
- high dimensional
- knapsack problem
- evolution strategy
- min max
- bi objective
- constrained multi objective optimization problems
- face recognition
- neural network
- genetic algorithm
- multi objective optimisation
- kernel methods
- kernel function
- objective function
- convex programming
- multiple kernel learning
- crossover operator
- pareto frontier
- fitness function
- support vector