Fitness Landscapes
Colin R. Reeves
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Colin R. Reeves: Coventry University, School of Mathematical and Information Sciences
Chapter Chapter 19 in Search Methodologies, 2005, pp 587-610 from Springer
Abstract:
Abstract One of the most commonly-used metaphors to describe the process of heuristic methods such as local search in solving a combinatorial optimization problem is that of a “fitness landscape”. However, describing exactly what we mean by such a term is not as easy as might be assumed. Indeed, many cases of its usage in both the biological and optimization literature reveal a rather serious lack of understanding.
Keywords: Local Search; Travel Salesman Problem; Combinatorial Optimization Problem; Neighborhood Structure; Fitness Landscape (search for similar items in EconPapers)
Date: 2005
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-0-387-28356-2_19
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DOI: 10.1007/0-387-28356-0_19
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