A heuristic optimization considering probabilistic constraints via an equivalent single variable Pearson distribution system.
Kuo-Wei LiaoNophi Ian Delos Reyes BitonPublished in: Appl. Soft Comput. (2019)
Keyphrases
- constrained optimization
- decision variables
- constraint satisfaction
- combinatorial optimization
- mixed integer program
- global optimization
- np hard optimization problems
- lower and upper bounds
- optimization process
- optimization algorithm
- dynamic programming
- optimal solution
- random variables
- generative model
- optimization problems
- probabilistic model
- global constraints
- constraint violations
- objective function
- data distribution
- probability distribution
- multi objective
- linear constraints
- penalty function
- search algorithm