A mathematical formulation and an NSGA-II algorithm for minimizing the makespan and energy cost under time-of-use electricity price in an unrelated parallel machine scheduling.
Marcelo Ferreira RegoJúlio Cesar E. M. PintoLuciano Perdigão CotaMarcone J. F. SouzaPublished in: PeerJ Comput. Sci. (2022)
Keyphrases
- mathematical formulation
- test problems
- optimization algorithm
- multi objective
- optimal solution
- np hard
- cost function
- computational complexity
- computational efficiency
- objective function
- convergence rate
- worst case
- computationally efficient
- search algorithm
- benchmark problems
- linear programming
- multi objective optimization problems
- evolutionary algorithm
- immune algorithm
- test functions
- multi objective evolutionary algorithms
- special case
- nsga ii
- evolutionary multiobjective optimization
- multi objective optimization
- greedy algorithm
- mathematical model
- ant colony optimization
- particle swarm optimization
- scheduling problem
- search space