Stochastic simulation-based genetic algorithm for chance constraint programming problems with continuous random variables.
R. K. JanaM. P. BiswalPublished in: Int. J. Comput. Math. (2004)
Keyphrases
- random variables
- constraint programming
- stochastic optimization problems
- combinatorial problems
- genetic algorithm
- np hard problems
- search heuristics
- graphical models
- constraint propagation
- constraint satisfaction problems
- joint distribution
- continuous variables
- constraint satisfaction
- probability distribution
- optimization problems
- finite domain
- integer programming
- constraint problems
- constraint solvers
- propositional satisfiability
- global constraints
- stochastic processes
- conditional independence
- latent variables
- graph coloring
- probabilistic graphical models
- arc consistency
- bayesian networks
- decision variables
- independent and identically distributed
- upper bound
- evolutionary algorithm