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Erschienen in:
2009 | OriginalPaper | Buchkapitel
On the Explorative Behavior of MAX–MIN Ant System
verfasst von : Daniela Favaretto, Elena Moretti, Paola Pellegrini
Erschienen in: Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics
Verlag: Springer Berlin Heidelberg
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Analyzing the behavior of stochastic procedures is generally recognized to be relevant. A possible way for doing so consists in observing the exploration performed. A formalization in this sense is proposed here: A method for studying this aspect regardless the type of approach used is defined and tested. The consequent measure of exploration is applied to MAX–MIN Ant System: The impact of the values of the parameters on the exploration is assessed. The conclusions drawn are put in relation with the indications provided by the average
λ
-branching factor.