Automated Circuit Sizing with Multi-objective Optimization based on Differential Evolution and Bayesian Inference.
Catalin VisanOctavian PascuMarius StanescuElena-Diana SandruCristian DiaconuAndi BuzoGeorg PelzHoria CucuPublished in: CoRR (2022)
Keyphrases
- bayesian inference
- differential evolution
- multi objective optimization
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- probabilistic model
- convergence speed
- prior information
- multi objective
- test functions
- multi objective optimization problems
- mutation operator
- genetic algorithm
- hyperparameters
- optimization method
- constrained optimization problems
- evolution strategy
- particle swarm optimization pso
- multiple objectives
- bi objective
- multi objective genetic algorithms
- multi objective genetic algorithm
- genetic programming
- premature convergence
- pareto optimal
- nsga ii
- particle filter
- multi objective problems
- crossover operator
- evolutionary strategy
- particle swarm
- parameter optimization
- ant colony optimization
- crossover and mutation
- prior knowledge
- pso algorithm
- simulated annealing
- traveling salesman problem