Combinations of metaheuristic components with components from other metaheuristics or optimization strategies from AI and OR are called hybrid metaheuristics. The design and implementation of hybrid metaheuristics raises problems going beyond questions about the design of a single metaheuristic. Choice and tuning of parameters is for example rendered more difficult by the problem of how to achieve a proper interaction of different algorithm components. Interaction can take place at low-level, using functions from different metaheuristics, or at high-level, e.g., using a portfolio of metaheuristics for automated hybridization. This special issue of the Journal of Mathematical Modelling and Algorithms is devoted to this interdisciplinary topic and contains six papers covering a wide spectrum of subjects.

C.Blum, A.Roli, M.Sampels (2006). Hybrid Metaheuristics: Editorial to the special issue. BERLIN : Springer.

Hybrid Metaheuristics: Editorial to the special issue

ROLI, ANDREA;
2006

Abstract

Combinations of metaheuristic components with components from other metaheuristics or optimization strategies from AI and OR are called hybrid metaheuristics. The design and implementation of hybrid metaheuristics raises problems going beyond questions about the design of a single metaheuristic. Choice and tuning of parameters is for example rendered more difficult by the problem of how to achieve a proper interaction of different algorithm components. Interaction can take place at low-level, using functions from different metaheuristics, or at high-level, e.g., using a portfolio of metaheuristics for automated hybridization. This special issue of the Journal of Mathematical Modelling and Algorithms is devoted to this interdisciplinary topic and contains six papers covering a wide spectrum of subjects.
2006
Journal of Mathematical Modelling and Algorithms: Special issue on Hybrid Metaheuristics
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C.Blum, A.Roli, M.Sampels (2006). Hybrid Metaheuristics: Editorial to the special issue. BERLIN : Springer.
C.Blum; A.Roli; M.Sampels
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/37280
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