Metaheuristics in combinatorial optimization
Université Libre de Bruxelles · University of Bologna
Abstract
The field of metaheuristics for the application to combinatorial optimization problems is a rapidly growing field of research. This is due to the importance of combinatorial optimization problems for the scientific as well as the industrial world. We give a survey of the nowadays most important metaheuristics from a conceptual point of view. We outline the different components and concepts that are used in the different metaheuristics in order to analyze their similarities and differences. Two very important concepts in metaheuristics are intensification and diversification. These are the two forces that largely determine the behavior of a metaheuristic. They are in some way contrary but also complementary to…
Citation impact
- FWCI
- 98.49
- Percentile
- 100%
- References
- 98
Authors
2Topics & keywords
- Metaheuristic
- Computer science
- Parallel metaheuristic
- Diversification (marketing strategy)
- Optimization problem
- Combinatorial optimization
- Field (mathematics)
- Mathematical optimization