Improved Penalty Algorithm for Mixed Integer PDE Constrained Optimization (MIPDECO) Problems.
Dominik GarmatterMargherita PorcelliFrancesco RinaldiMartin StollPublished in: CoRR (2019)
Keyphrases
- constrained optimization
- objective function
- mixed integer
- penalty function
- constrained optimization problems
- optimal solution
- benchmark problems
- global optimization problems
- linear programming problems
- k means
- dynamic programming
- np hard
- learning algorithm
- augmented lagrangian
- computational complexity
- mixed integer programming
- cost function
- linear program
- optimization algorithm
- expectation maximization
- feasible solution
- linear programming
- combinatorial optimization
- convergence rate
- multistage
- mathematical model
- semidefinite programming
- exact algorithms
- evolutionary algorithm
- search space
- em algorithm
- inequality constraints