Computational Optimization, Modelling and Simulation: Smart Algorithms and Better Models.
Xin-She YangSlawomir KozielLeifur Þ. LeifssonPublished in: ICCS (2012)
Keyphrases
- orders of magnitude
- optimization problems
- simulation models
- mathematical models
- theoretical analysis
- computational models
- low discrepancy sequences
- mathematical programming
- computational cost
- machine learning algorithms
- optimization criteria
- linear models
- significant improvement
- times faster
- optimization methods
- learning models
- monte carlo methods
- numerical algorithms
- discrete optimization
- computational complexity
- data structure
- approximately optimal
- response surface
- efficient optimization
- optimization algorithm
- combinatorial optimization
- computationally efficient
- optimization procedure
- optimization method
- machine learning
- global optimization