A family of composite discrete bivariate distributions with uniform marginals for simulating realistic and challenging optimization-problem instances.
Charles H. ReillyNabin SapkotaPublished in: Eur. J. Oper. Res. (2015)
Keyphrases
- probability distribution
- joint distribution
- global optimization
- continuous optimization
- optimization process
- random variables
- real world
- marginal distributions
- graphical models
- optimization algorithm
- efficient algorithms to compute
- constrained optimization
- gaussian distribution
- optimization problems
- special case
- realistic scenarios
- gamma distributions
- probability density
- evolutionary algorithm
- multiple classes
- tensor product
- message passing
- combinatorial optimization
- optimization method
- parameter estimation
- real life