Boosting VLSI Design Flow Parameter Tuning with Random Embedding and Multi-objective Trust-region Bayesian Optimization.
Su ZhengHao GengChen BaiBei YuMartin D. F. WongPublished in: ACM Trans. Design Autom. Electr. Syst. (2023)
Keyphrases
- parameter tuning
- vlsi design
- multi objective
- trust region
- optimization algorithm
- optimization methods
- multiple objectives
- line search
- optimization method
- evolutionary algorithm
- global optimum
- particle swarm
- optimization problems
- objective function
- parameter settings
- column generation
- genetic algorithm
- differential evolution
- simulated annealing
- design methodology
- particle swarm optimization
- search algorithm
- log likelihood
- levenberg marquardt
- linear equations
- risk minimization
- maximum likelihood
- hessian matrix
- learning algorithm