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: Knowl. Based Syst. (2022)
Keyphrases
- multi objective optimization
- differential evolution
- bayesian inference
- evolutionary algorithm
- probabilistic model
- optimization algorithm
- differential evolution algorithm
- prior information
- multi objective
- convergence speed
- particle swarm optimization
- multi objective optimization problems
- test functions
- particle swarm optimization pso
- genetic algorithm
- constrained optimization problems
- hyperparameters
- nsga ii
- optimization method
- mutation operator
- premature convergence
- multi objective problems
- bi objective
- multi objective genetic algorithm
- multiple objectives
- evolution strategy
- multi objective genetic algorithms
- parameter optimization
- genetic programming
- optimization problems
- evolutionary strategy
- pareto optimal
- crossover operator
- pareto optimal solutions
- bayesian networks
- fitness function
- particle swarm
- initial population
- optimal solution
- crossover and mutation
- neural network
- expectation maximization