Mathematics – Optimization and Control
Scientific paper
2001-02-23
In "Handbook of Metaheuristics", Ed. F. Glover and G. Kochenberger, ISORMS 57, p 321-353 (2002), Kluwer.
Mathematics
Optimization and Control
49 pages
Scientific paper
This is a survey of "Iterated Local Search", a general purpose metaheuristic for finding good solutions of combinatorial optimization problems. It is based on building a sequence of (locally optimal) solutions by: (1) perturbing the current solution; (2) applying local search to that modified solution. At a high level, the method is simple, yet it allows for a detailed use of problem-specific properties. After giving a general framework, we cover the uses of Iterated Local Search on a number of well studied problems.
Lourenco H. R.
Martin Olivier C.
Stutzle T.
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