OREX-J: towards a universal software framework for the experimental analysis of optimization algorithms.
Jan Christian LangThomas WidjajaPublished in: OR Spectr. (2013)
Keyphrases
- optimization problems
- software architecture
- discrete optimization
- efficient optimization
- orders of magnitude
- simulation environment
- optimization methods
- combinatorial optimization
- computationally efficient
- worst case
- software systems
- significant improvement
- convergence rate
- case study
- evolution strategy
- learning algorithm
- approximately optimal
- optimization scheme
- kolmogorov complexity
- data sets
- data mining algorithms
- theoretical framework
- main contribution
- computational complexity
- search algorithm