Efficiently handling constraints in mixed-integer nonlinear programming problems using gradient-based repair differential evolution.
Daniel Molina PérezEdgar Alfredo Portilla-FloresEfrén Mezura-MontesEduardo Vega-AlvaradoMaría Bárbara Calva-YáñezPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- mixed integer
- global optimization problems
- differential evolution
- linear program
- feasible solution
- evolutionary algorithm
- lot sizing
- valid inequalities
- particle swarm optimization
- optimization algorithm
- convex hull
- convergence speed
- mixed integer programming
- optimal solution
- particle swarm optimization pso
- continuous variables
- feasible set
- genetic algorithm
- multi objective
- linear programming
- search space
- machine learning
- tabu search
- optimization problems
- supervised learning
- probabilistic model