Efficient yield optimization method using a variable K-Means algorithm for analog IC sizing.
António CanelasRicardo MartinsRicardo PovoaNuno LourençoNuno HortaPublished in: DATE (2017)
Keyphrases
- optimization method
- k means
- optimization algorithm
- optimization process
- learning algorithm
- simulated annealing
- genetic algorithm
- computationally efficient
- objective function
- probabilistic model
- hybrid algorithm
- cost function
- particle swarm
- particle swarm optimization algorithm
- expectation maximization
- global optimum
- improved algorithm
- metaheuristic
- hierarchical clustering
- differential evolution
- fuzzy k means
- clustering algorithm
- optimization methods
- convergence rate
- evolutionary algorithm
- clustering method
- neural network
- computational complexity
- np hard
- optimal solution
- search space