articleACM Computing SurveysSep 1, 2003Closed access

Metaheuristics in combinatorial optimization

Université Libre de Bruxelles · University of Bologna

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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…

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3,130
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FWCI
98.49
Percentile
100%
References
98
Citations per year

Authors

2

Topics & keywords

Keywords
  • Metaheuristic
  • Computer science
  • Parallel metaheuristic
  • Diversification (marketing strategy)
  • Optimization problem
  • Combinatorial optimization
  • Field (mathematics)
  • Mathematical optimization
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