Modern Continuous Optimization Algorithms for Tuning Real and Integer Algorithm Parameters.
Zhi YuanMarco Antonio Montes de OcaMauro BirattariThomas StützlePublished in: ANTS Conference (2010)
Keyphrases
- continuous optimization
- parameter tuning
- learning algorithm
- parameter settings
- computational complexity
- hybrid algorithm
- convergence rate
- optimal solution
- k means
- simulated annealing
- optimization methods
- expectation maximization
- input data
- cost function
- search space
- minimum cost flow
- combinatorial optimization
- probabilistic model
- maximum likelihood
- incomplete data
- differential evolution
- objective function
- image sequences